Sign in

Featured Categories

Data Analytics

How a Data Analytics Course in Pune Can Boost Your Job Prospects

by
Data Analytics training

Businesses are generating more data than ever before. Therefore, the demand for data analytics professionals in India is skyrocketing, particularly in tech hubs like Pune. Industry trends clearly reflect this growth. The past 5-6 years have been particularly dynamic, shaped by rising competition, rapid technological changes and growing market uncertainties. Job postings in the data analytics domain have surged by 50-55%. Such a massive growth accounts for 17-18% of all data analytics job postings worldwide. However, demand is only part of the story. Data analytics salaries are equally spectacular. The current average annual salary for a data analyst is ₹23-24 lakhs*.  Now, at the core of these opportunities is formal education in data analytics – a data analyst course in Pune. Data analytics is a specialized domain. Hence, it demands extensive learning and practical exposure to develop industry-specific skills. Data analysis courses in Pune are designed thoughtfully to enhance your job prospects. Let’s see in what ways they can qualify and help you tap into your dream career opportunity. Mastering In-Demand Skills Data analytics courses help you develop a robust skill set in various areas. Some important ones include statistical analysis, data visualization, and ML fundamentals, along with proficiency in tools such as SQL, Python, and Tableau.  Expertise in these areas helps you optimize value from data. In simple words, you derive more meaningful insights from the data and enable quicker, more informed decisions. Employers actively seek these skills in potential candidates. Thus, having them can unlock promising opportunities for you! Providing Practical Exposure and Experience Abundant practice and exposure to real-world problems are two of the many factors that make up a good data analyst training in Pune. They refer to a practical, application-based approach that helps you apply the skills you learn during the training.  Such a course involves working on real-world projects. It also helps you build a solid portfolio, showcasing your ability to translate data into actionable business insights.  Employers prefer candidates with practical experience. This creates a solid professional impression that significantly improves job offers and salary prospects. Developing Problem-Solving Abilities Data analytics isn’t about crunching numbers alone. As a data analyst, you are here to solve complex, real-world business problems. A comprehensive data analyst course in Pune does precisely that. It helps you identify trends, forecast outcomes, and make data-driven recommendations. When you know what matters, understand business priorities and can provide expert, data-based insights, you become more effective at solving complex problems. Such an ability transforms you from merely an employee to a valuable asset for your company. And when you become one, you won’t have to work deliberately for prospects. Instead, opportunities will follow you. Creating Networking Opportunities Pune is a vast IT ecosystem, home to several IT companies, and lakhs of professionals, and aspirants. Therefore, taking up data analyst classes in Pune allows you to connect with a community of fellow aspirants, industry experts, mentors, and prospective employers. These connections broaden your professional network, unlocking doors to internships, job referrals and collaborative projects that can amplify your data analytics career prospects. Qualifying for High-Paying Jobs Data is becoming more significant with each passing day. Companies want to use data optimally to compete more powerfully and grow sustainably. Despite a situation like this, the demand for data analysts has been consistently outstripping the supply. Thus, those with certified, practical skills and a strong portfolio command higher salaries.  This is another area where a data analyst course in Pune comes into play. It equips you with everything you need to demand a higher salary. From comprehensive skill development to internships, the course covers it all to enhance your professional value. “Ready to Become a Job-Ready Data Analyst?” Join Ethans Tech’s industry-focused Data Analyst Training in Pune and master Excel, SQL, Power BI & Python with real-time projects. Enroll Today! Developing Future-Ready Skills Data analysis courses in Pune aren’t just about learning tools and technologies. They go beyond just techniques and develop capabilities. Some of them include analytical thinking, problem-solving and data-driven decision-making. Tools and technologies evolve. But these are timeless skills that employers across every domain value and look for. Increasing Career Versatility The use of data isn’t anchored to a particular industry. Each industry wants to analyze data to make the most of it. Therefore, data analytics is a certification that qualifies you to work in any industry. From finance to fashion and from retail to real estate, a data analyst course in Pune will open opportunities across numerous industries. It is you who will make the choice! Final Words! Data analyst training in Pune isn’t just an educational program. It is an empowering journey during which you learn valuable skills and build priceless career value.  However, you cannot just choose any course. You need the right one to boost your career prospects. This is where Ethan’s Tech steps in.  We stand among the leading data analytics classes in Pune with a proven legacy of shaping thousands of careers. Our curriculum, practical training, experienced faculty, and placement assistance work together to launch your career as a data analyst. So, are you prepared to explore more about our courses? Call us at +91 95133 92223 and connect with our counsellors who will help you navigate more details.

Data Analyst Training in Pune | Master Tools like Excel, SQL, Power BI & Python in 2026

by
Data Analyst Training in Pune

Lately, the world has become highly data-driven. From personalized recommendations to high-level research, everyone needs data. As a result, data has gained a lot of significance in recent years. Companies also don’t want to rely on instincts to make decisions or predict situations. They need data. However, merely collecting data doesn’t help. Raw data should be transformed into insights to make business decisions. This is where data analysts step in. They’ve become mission-critical professionals who help companies make sense of data and drive measurable improvements. No wonder you see a massive demand for them in the market. Data-related jobs are about to grow by up to 40% in the next couple of years or so! Nevertheless, to become a qualified  data analyst, you must pursue a data analyst course in Pune. A structured, comprehensive data analyst training in Pune is the difference between merely watching the data revolution unfold and actively shaping it. So, here’s a blog that delves into the details of one.  Comprehensive Data Analysis Courses in Pune – Curriculum, Skills Acquired, Course Duration, Eligibility and Career Opportunities Data Analyst Course in Pune Syllabus Introduction to SQL: Learn the Language of Data SQL is integral to data analytics. Hence, the module covers the basics of relational databases and educates students on how to write and optimize SQL queries. Thus, you will learn how to manage, retrieve, and analyze structured data, perform joins, and implement database operations. SQL Basics for Data Analysis Fundamentals of SQL Query Advanced SQL Joins SQL In-Built Functions Type Casting & Math Functions Date Time & String Functions Window Functions SQL for Data Preparation Complex Queries Using CTE & Pivoting Database Management & Schema Design Microsoft Excel MS-Excel is another essential aspect of comprehensive data analytics courses in Pune. It features unmatched versatility, allows easy data scrubbing, enables rapid data analysis and offers powerful features such as PivotTables and Power Query. Thus, learning Introduction to Microsoft Excel ensures you receive industry-relevant education. Introduction to Excel Basics of Excel Excel Formulas Formula Based Formatting  Conditional Statements & Logical Operators Text Functions Date and Time Functions Excel Tables  Basic and Advanced Table Operations Data Pivoting with Different Examples Cell Reference Functions LOOKUP and VLOOKUP Excel Data Visualization Introduction to Power Query Power Query Editor Basic Charts in Excel Read More – Latest & Trending Blogs Read Here Microsoft Power BI Tool Power BI helps data analysts transform raw data into clear, interactive insights. It also connects easily to various data sources and supports strong data modeling with DAX. Additionally, automated and real-time reporting save time and minimize manual work. On the other hand, interactive dashboards help stakeholders explore data without requiring any technical knowledge or skills. Introduction to Power BI Installation of Power BI Desktop Connecting Power BI with Other Sources Basic Visualization in Power BI Advanced Visualization in Power BI Advanced DAX Introduction to Power Query Tableau Tool Tableau Basics Design Features Time Series Analysis Aggregation and Granularity Filters Maps and Scatter Plots Joining and Union Applied Statistics Maths Essentials: Foundational Mathematics for Data Science and Advanced Mathematics for Data Science. Descriptive Statistics: Probability Theory, Data Summarization, Discrete Probability Distributions, Continuous Probability Distributions and Joint Distribution Concept Mastering Inferential Statistics: Sampling and Statistical Inference, Concept of Confidence, Hypothesis Testing and Experiment Design Course Duration: The course duration is 16 weeks Eligibility: College students, graduates, and working professionals. However, the course does not require any prior experience in data analytics. Who Can Do This Course: Individuals looking to transition into data analytics or interested in upskilling and developing the latest data skills. Value Additions: Industry projects, resume preparation, profile building, mock interviews, job readiness.  Career Opportunities After Data Analysis Courses in Pune Data Analyst: Analyze data, build dashboards, and support business decisions. Business Analyst: Assess business performance and improve processes. Business Intelligence (BI) Analyst: Manage data reporting, dashboards, and KPIs. Data Consultant: Assist and advise companies on data trends and strategies. Data Scientist: Develop predictive models and perform advanced analysis. Data Engineer: Develop and maintain data infrastructure and pipelines. Ready to Become a Certified Data Analyst? Then, we welcome you to Ethans Tech’s. We are a decade-old institute with data analytics courses in Pune to help you shape your data career.  Our pedagogy involves practical exposure, working on industry projects, and ensuring holistic development to become a successful professional.  We nurture a team of 56+ faculty members who align with our vision of delivering excellence. Most of them come from MNCs. Therefore, they understand modern industry needs and prepare students accordingly. Want to know more about our data analyst course in Pune, fees, batch timings, and alumni? Then, call us at +91 95133 92223 and receive proper guidance by talking to our subject experts.

Get Certified as a Data Analyst in Pune – The Complete Training Overview

by
Get Certified as a Data Analyst in Pune

Call it the backbone or the fuel that powers growth, data is the lifeline of every business. But merely having data doesn’t help. Unstructured data is chaotic. It becomes meaningful only when you structure and analyze it. This is where data analysts enter the scene.  Data analysts play a crucial role in every organization, helping them derive meaningful insights from the data they generate and make informed decisions. No wonder companies from almost every domain look to hire data analysts, paying them a lucrative average annual salary of ₹11 to ₹14 lakhs*. However, data analytics is a demanding career stream. Hence, you need the right and comprehensive data analyst training in Pune to tap into high-paying career opportunities. But what exactly does data analyst training cover? Here’s a blog that provides an overview. What Do Data Analysts Do? Data analysts convert complex datasets into meaningful insights that drive business success. Technically speaking, they collect, clean, and interpret data with tools like Python, Excel, SQL, and more. Typically, their job involves; Identifying trends, anomalies, and correlations Building dashboards and visual reports Creating predictive models or forecasts Presenting insights to business stakeholders Recommending data-driven strategies From the above, you can figure out that data analysts transform figures into narratives that help business owners have a clear picture and make informed decisions. Let’s now look at the data analytics course curriculum that develops the skills you require to fulfill your role as a data analyst and meet your employer’s expectations. Data Analysis Course in Pune – Curriculum Here’s an overview of what a comprehensive data analyst training in Pune covers. Introduction to SQL: Learn the Language of Data SQL Basics for Data Analysis Fundamentals of SQL Query Dealing with Multiple Tables Advanced SQL Joins SQL In-Built Functions Type Casting & Math Functions Date, Time & String Functions Window Functions SQL for Data Preparation Complex queries using CTE & Pivoting Database Management & Schema Design Microsoft Excel Introduction to Excel Excel Formula Formula Based Formatting Conditional Statements & Logical Operators Text Functions Date and Time Functions Excel Tables Basic and Advanced Table Operations Data Pivoting with Different Examples Cell Reference Functions LOOKUP and VLOOKUP Excel Data Visualization Introduction to Power Query Power Query Editor Basic Charts in Excel Formatting Charts Creating Reports in Excel with Dataset Microsoft Power BI Tool Introduction to Power BI Installation of Power BI Desktop Connecting Power BI with Other Sources Basic Visualization in Power BI Advanced Visualization in Power BI Advanced DAX Introduction to Power Query Tableau Tool Tableau Basics Design Features Time Series Analysis Aggregation and Granularity Filters Maps and Scatter Plots Joining and Union AI Analytics Platform – Alteryx Introduction to Alteryx Installation of Alteryx In/Out Tools Preparation Tools Join Tools Transform Tools Reporting Tools In-Database Tools Documentation Tools Full Workflow Expand your knowledge — Read more → How Much Coding is Required for a Data Analyst? What Does a Data Analyst Training in Pune Cover? While the curriculum helps build technical skills, the training helps develop the professional approach every competent data analyst must have. Here’s what it covers. Lectures and Workshops: Guided training sessions on theory and tools Hands-On Projects: Practice on real datasets, drawn from various domains Mentorship: Comprehensive guidance and mentoring from industry experts Live Labs: Access to cloud platforms to help you work with large-scale data Assessment and Certification: Regular assignments, final certification exam or capstone project Who Can Enroll for Data Analyst Training in Pune? A data analyst course is accessible to diverse learner types. Some include; Students and Graduates Working Professionals Business Analysts BI Professionals Entrepreneurs and Managers The course doesn’t necessarily require prior coding experience, particularly if you choose the one that begins with foundational modules. However, you must be motivated to learn and have basic problem-solving abilities, analytical aptitude and comfort with numbers and logic. Career Opportunities After a Data Analysis Course in Pune Data analytics classes in Pune unlock a wide range of career opportunities, including; Junior Data or Business Analyst: Analyzing datasets and generating reports Data Analytics Consultant: Advising on data strategies and analytics implementation Business Intelligence (BI) Specialist: Building dashboards and reporting pipelines Operations Analyst: Optimizing processes using data insight. Growth Analyst: Using data to drive marketing, product, or user-growth strategies Final Words Data analytics is surely a promising career option. However, you need the right training and a comprehensive curriculum to capitalize on the opportunities it offers. A structured data analyst course helps you strengthen your basics and apply skills to decode complex datasets. This is where Ethan’s Tech steps in. At Ethans, we operate with a unique approach that blends real-world expertise, evolving curriculum, and a culture deeply rooted in growth and excellence. So, don’t wait to pursue your dreams of becoming a data analyst. Please call us at +91 95133 92223 to discover our courses, fees, and batch schedule.

How Professionals Transform Their Careers with Data Analytics Courses

by
Data Analytics Courses

Are you an aspiring data analyst who wants to help businesses unlock opportunities and the road to success? Then, you’ve chosen just the right time to become one. Why? The significance of data is growing by the day. The global data analytics market is projected to go past USD 300 billion by the end of the decade. Besides, 70%+ companies are now prioritizing data-driven decision-making in their core strategies. Now, as a data analyst, you would play a crucial role in your employer’s growth. However, you need the right data analyst training in Pune to prepare yourself for exciting opportunities. So, how do the best data analytics classes in Pune prepare you for the challenging, yet thrilling road ahead? Here’s a blog that answers this question. Comprehensive Curriculum A well-designed data analytics course offers a curriculum that combines theory, practical learning and real-world problem-solving.  It usually begins with techniques like statistics, data cleaning, and probability and topics like predictive modeling, data visualization and ML basics. Furthermore, the training covers practical programming skills in R or Python, database querying through SQL, and visualization tools like Power BI or Tableau. However, the course also goes beyond technical learning. It also covers skills like ethics, data storytelling, and business communication to present your findings more effectively. Thus, by the end of the course, you don’t just equip yourself to handle datasets but uncover actionable insights that drive measurable impact. Practical Exposure Theory develops conceptual understanding. But it is the practical exposure you gain during the course that makes you a better and more prepared analyst. Effective data analytics courses in Pune provide hands-on learning through real-world projects, live case studies, and capstone assignments. Therefore, you work on projects that replicate real industry concerns like segmenting customers, forecasting sales, detecting fraud or analyzing website traffic. This hands-on approach promotes experiential learning, helping you apply analytical methods in practical contexts. Therefore, you don’t just strengthen your technical knowledge but also build the confidence to solve problems. Tools and Technologies The best data analytics classes in Pune also involve developing proficiencies in industry-standard tools and technologies. Along with programming languages and BI platforms, the curriculum also includes modern data tools like BigQuery and AWS. After completing the course, you earn a certification that validates your skills and signals your expertise. With such vital certifications in your kitty, you become a more credible and preferred candidate in the employment market. Internship Opportunities Interning with a reputable company allows you to demonstrate your skills, apply what you’ve learned during the course, and work on real-world problems. Internships help you build a solid portfolio of projects to show and explain to your prospective employer during interviews. Working on more challenging projects and delivering better outcomes can help you land in more remunerative jobs. Usually, comprehensive data analyst training in Pune involves internships as well. But here, the institute has a larger role to play. Its contacts across companies from various industries benefit you as a learner, giving you the chance to intern at different places. Therefore, your choice of the institute also matters. Seasoned Faculty Members Trainers are the soul of every training program. Hence, even the best curriculum can fail to create an impact if an institute doesn’t have experienced trainers to deliver it. Reputable institutes handpick trainers with diverse experience, proven expertise in data analytics, and a flair for teaching. These trainers share their experiences and knowledge to enhance your understanding of various concepts. Additionally, they create a supportive, light, yet sincere environment that makes learning fun. In other words, data analytics trainers don’t merely teach the subject but deliver memorable learning experiences and transform careers. Placement Assistance Placement support is one of the key advantages of a comprehensive data analytics course. Therefore, most institutes go beyond just training you, providing placement assistance, and helping you take the first step toward becoming a professional. However, the best ones don’t stop there. Data analytics interviews are usually among the toughest ones to crack. They involve multiple rounds that put your skills to the test. Thus, the faculty members prepare you for interviews through mock sessions and help you build your resume, highlighting your skills, projects, and abilities. Now, providing placements isn’t enough. The opportunities must be good and promising enough. This is another area where the institute plays a vital role. Those with corporate ties usually provide more rewarding and reliable placement opportunities. Final Thoughts! Data analysts have a bright future ahead. India alone will need millions of them in the next two to three years. But only the best and the most prepared stand a chance to capitalize on these opportunities. If you want to be one, join Ethan’s Tech. Our data analyst training in Pune is your passport to a successful career in data analytics. Please call us at +91 95133 92223 to inquire about our courses, fees, batch schedules, etc.

Pune as the Next Big Hub for Data Analytics Careers in India

by
Data Analytics Careers in India

When you think of Pune, what comes to your mind first? Universities, rich culture, and vibrance, right? But Pune’s identity isn’t restricted to these aspects. Lately, it has become a burgeoning tech hub, having evolved from its quintessential city roots. The town is also on its way to becoming India’s next big hub for data analytics and related careers. Now, what makes us say that? Not just one but many factors. Pune is home to India’s first tech park, 400+ tech companies, and 35-40 data analytics companies. And what’s even intriguing? Microsoft is building a massive data center on Pune’s soil! For aspiring data professionals, this means countless rewarding opportunities. So, if you are looking to build a career in data, taking a data analyst course in Pune and securing a placement with a Pune-based company can give your journey the right start. Let’s explore a little more why you must choose Pune for a data analytics career. Why is Data Analytics a Thriving Career in Pune? Data analytics isn’t just a buzzword anymore. It has become integral for every business. From massive banks and healthcare organizations to startups and MSMEs operating across Pune’s industrial space, everyone harnesses the power of data analytics. Many of these businesses experiment with AI, ML, and big data. Thus, they always look for both fresher and experienced data analysts to leverage the power of data. While the business ecosystem is one aspect, the city’s academic environment also positions it uniquely to offer lucrative opportunities in data analytics. Pune also hosts some of the best data analytics classes. Their data analytics courses and comprehensive training help transform aspirants into professionals. However, as for the data analysis course in Pune, what does the course and training cover? Why should you choose an institute in Pune to begin your journey?  The following section answers these questions. What Does a Data Analyst Course in Pune Cover? Data analysis courses in Pune offer a holistic learning experience. From a comprehensive course curriculum to practical exposure and internship opportunities, they provide everything you need to become an expert data analyst. Thoughtfully-Designed Syllabus A comprehensive data analyst course in Pune covers several topics to enhance your data analytics knowledge and skills. The course meets the industry’s needs. Thus, it includes strengthening statistical foundations, learning data visualization, understanding SQL, developing expertise in R/Python programming, comprehending ML basics, and building proficiency in Tableau and Power BI. Advanced modules also include delving into big data technologies like Spark and Hadoop. Experienced Trainers Trainers who conduct the sessions are Subject Matter Experts (SMEs) with extensive expertise in data analytics. Often, these are professionals who’ve worked on challenging projects with different companies. Therefore, they are data analysts with global exposure and, of course, a penchant for training to enhance the learning experience.  Practical Exposure While including theory, data analytics classes in Pune also provide practical exposure. During these sessions, you work on technologies that the industry uses. The practical sessions develop proficiencies that make you capable of working on challenging projects and fulfil the industry’s needs. Networking Opportunities Classroom data analyst courses in Pune also offer networking opportunities. Leading institutes provide multiple opportunities to interact with industry experts. During these interactions, you can get your doubts clarified and also build vital connections that make you more visible in the industry. Projects and Internships Working on challenging projects and interning with reputable companies helps budding data analysts gain first-hand experience. While interning or working on projects, you understand the industry’s needs and expectations. You learn how to solve problems with data and enhance your value as a candidate. In many cases, these experiences often translate into employment opportunities.  Career Guidance Developing merely technical expertise doesn’t suffice these days. Today, the world needs professionals and not just technicians. Leading institutes understand these needs. Therefore, they also help you develop communication and listening skills, problem-solving capabilities, teamwork abilities, and more. Therefore, you don’t step out as a technical expert but as a professional prepared to take up challenges.  Placement Support Learners usually consider this the most important part of their data analyst course. Thus, most data analytics classes in Pune offer placement support once you complete the course successfully. They have a dedicated placement cell that works closely with industry players. The cell arranges interviews with reputable companies looking to hire data analysts, thus helping launch your career. Prepare for an Exciting Data Analytics Career in Pune with Ethan’s Tech! Full of startups, small, mid-sized, and multinational companies, Pune certainly is an incredible place to pursue a career in data analytics. However, the data analyst course in Pune that you choose also matters. This is where Ethan’s Tech steps in. We are one of Pune’s eminent technology training institutes with years of experience in training and shaping the careers of thousands of aspirants. Our courses are aligned with industry needs, ensuring you learn what the business world expects from you. An enthralling, promising, and rewarding career in data analytics awaits you. Connect with Ethan’s Tech today to start your journey into data analytics. Please call us at +91 95133 92223 for more information and guidance.

Why is Python a Must-Have Skill for Data Analysis and Data Science?

by
Data Analysis and Data Science

While enrolling for a data science course in Pune or a data analyst course in Pune, a common question budding data professionals ask us is about the programming language. Yes. Those days when programming language proficiency was restricted to web developers or programmers are long gone. Amidst today’s data-driven age, you need programming languages to be more effective. One such programming language that matters is Python. Python has been around for decades. It has played a significant role in shaping the technology world. For instance, it is the most preferred language for AI applications. However, what role does it play in data analysis and data science? Why should data analysts and data scientists learn Python? Let’s answer these together in this blog. Python’s Role in Data Python is a key element of the data business. It plays an instrumental role throughout the entire data workflow, enabling processes, including; Data Collection and Cleaning: Python scripts can fetch data automatically from APIs, databases, and files. Libraries like Pandas help easily clean, transform, and organize unorganized data. Statistical Analysis: The SciPy library helps you perform statistical functions like hypothesis testing, regression analysis, etc. Exploratory Data Analysis: Libraries like NumPy and Pandas enable fast calculations, filtering, grouping, and exploring your datasets to uncover patterns and anomalies. Further, Seaborn and Matplotlib let you visualize these insights with engaging graphs and charts. Machine Learning: Scikit-learn, another library, offers a toolkit to build and evaluate ML models. Additionally, frameworks like TensorFlow and PyTorch help tackle intricate problems. Automation and Reporting: You can also automate repetitive data-related tasks and produce insightful reports, helping you save effort and time. Now that you’ve overviewed how significant Python is in the data realm, let’s see seven reasons that make learning the language a must. 7 Reasons Data Scientists and Analysts Must Learn Python Here’s why Python is a revered skill in the data world. Soft Learning Curve Python is simple, has an easily readable syntax, and requires writing fewer lines of code. Hence, it is perfect for beginners. Data scientists and analysts spend a significant amount of time coding. Python simplifies life with its intuitiveness and readability, saving hours! Robust Data Libraries Python is popular for its libraries that empower data science and analysis. Some include; Pandas: Data manipulation and analysis NumPy: Numerical computing and support for multi-dimensional arrays and matrices Matplotlib and Seaborn: Data visualization, simple plot, complex graphs creation SciPy: Scientific computing for statistical analysis and optimization Active Community Python has a massive and active community with support for queries, concerns, etc. As a user or developer, you will find innumerable online resources, tutorials, forums, and useful human help prepared to assist you through your learning journey. Versatility that Transcends Data Undoubtedly, Python is a powerhouse for data. However, its usefulness isn’t restricted to data alone. Hence, even web developers use it with frameworks like Django and Flask. It enables tasks like scripting, automation, scientific computing, and more. Thus, learning Python arms you with a transferable skill set! Open Source and Free Python’s beauty also lies in its open-source nature. Hence, you can use it freely. As a budding data scientist or analyst, this works as an advantage. It is because access to software tools in the data world can be costly. Thus, leveraging Python and its libraries without any financial investment is a significant plus. AI and Machine Learning Yes. We cannot ignore these elements. Python is amongst the most preferred languages for ML and AI applications. Keras, PyTorch, and TensorFlow libraries enable you to build complex ML models and deep learning networks. So, whether you are working with images, text, or audio content, Python helps you build advanced AI solutions. As AI and ML become indispensable for any business, Python proficiency can add a new dimension to your skills and make you a valuable asset. Seamless Integration with Other Technologies The Python language is a team player. Thus, it can integrate with databases, including AWS, Google Cloud, and Azure, along with various other tools the data ecosystem uses. The programming language offers a significant advantage in live data environments. Job Market Demand Python is one of the most in-demand skills for data-related fields. Thus, whether you work as a data scientist, analyst, ML engineer, or BI analyst, Python is a skill requirement that most employers highlight and ask for. Prepared to Become a Python-Proficient Professional? Join Ethan’s Tech. Our data analytics classes in Pune and data analysis courses in Pune offer a comprehensive curriculum with Python as one of the major highlights. We nurture a team of seasoned faculty members with years of experience in the data ecosystem. Our courses provide abundant practical exposure to the latest tools and technologies to make you a competent professional with the skills the industry expects. Want to explore our courses and interact with our experts? Call us at +91 95133 92223.

A Career Comparison Between Machine Learning and Data Analytics

by
Machine Learning and Data Analytics

Want to pursue a career in technology but stuck between choosing a career in machine learning and data analytics? Then, you’ve got company as this is the dilemma that numerous tech aspirants that we come across every day, are in! Machine learning and data analytics are two terms that echo everywhere these days.  And why wouldn’t they? After all, every organization uses them to reap their benefits! Hence, the demand for both these skill sets is perpetually high.  But that’s where the challenge kicks in.  Choosing between two highly in-demand options is practically difficult. Aspirants often find themselves at the crossroads where they are unable to decide whether to go for a machine learning course in Pune or data analytics courses in data Pune. So, when in doubt, you must have a comprehensive comparison of both to make an informed choice. Here’s one to help you get going. Comparing Machine Learning and Data Analytics – 15 Key Factors! Aspect Machine Learning Data Analytics Basic Purpose Building models that enable machines to learn and make decisions with minimal human intervention.  Deriving meaningful insights from data to aid business decisions. Responsibilities Developing ML algorithms, building training models, optimizing performance and working with massive datasets. Cleaning and analyzing data, preparing reports, dashboards and identifying patterns and trends within datasets.  Technical Skills Programming (advanced level with R, Java, and Python), understanding of ML frameworks (PyTorch and TensorFlow) and solid mathematics and statistical proficiency. Expertise in SQL, Power BI, Tableau, Excel, basic statistics and Python/R (but optional). Educational Background/Eligibility Master degree in computer science, mathematics, AI or any other related stream. Bachelor degree in economics, business, computer science, statistics or related domains.  Employers Technology companies, finance organizations, eCommerce, healthcare, pharmaceuticals, automation solutions providers, gaming companies, automobile companies, consulting firms and more. Healthcare, BFSI, retail, eCommerce, marketing firms, advertising agencies, manufacturing companies, telecom companies, consulting firms, startups, educational organizations, and many others. Learning Curve The learning curve is considered steep, considering the profound knowledge of algorithms, high-level programming and modeling skills that the profession demands. The learning level is often moderate and with fewer technical barriers to get started. Hence, people find it easier to begin a career as a data analyst. Applications Voice assistants, fraud detection, self-driving cars, etc. Marketing analytics, business intelligence, supply chain analytics, financial analytics, customer segmentation, and many others – practically everywhere as every modern enterprise looks to leverage the data advantage. Career Growth High due to the rapid evolution of AI, the increasing dependence on AI/ML for decision-making, accelerating operations and ensuring accuracy. High on account of the extensive demand across multiple industries and the need to be more data-driven in the contemporary business environment. Working Style Research-driven, and technical, involving extensive experimentation. Collaborative and business-facing focused on actionable insights. Tools and Technologies Used Some of them include TensorFlow, Jupyter and Python. SQL, Tableau, Excel, Powe BI, R and Python. Average Salary in India (Generic figures – specific numbers may vary depending on the employer’s paying capacity, the projects available with companies, market situation, location, ML skills, experience, etc.) The average salary range of an ML professional in India varies widely. However, it is in the range of Rs. 8-9 lakhs per annum. The average salary of a data analyst in India is Rs. 6-7 lakhs per annum. Common Positions Offered ML engineer, AI engineer, ML research scientist, deep learning engineer, MLOps engineer and more. Business Intelligence (BI) analyst, data analyst, reporting analyst, financial analyst, market analyst and many others. Work-Life Balance Occasionally, longer working hours on account of the complex problem-solving, model training and deployment challenges involved.  Usually, the job involves more predictable working hours, focusing in recurring reporting and analytical cycles. However, the working hours and overall work-life balance may vary based on project deadlines, pressures and the company’s culture.  Machine Learning or Data Analytics – Who Should Choose Which Career? Choose ML as a career if you, Prefer working with algorithms and building intelligent systems Have a solid programming background Love technical challenges and want to work on the latest AI advancements Intend to create predictive models, work on automation, and develop diverse applications Choose data analytics as a career if you, Love to uncover insights from data to support business decision-making Like to create impactful visualizations and communicate your findings Want to enter a more business-centric role, influencing operational decisions Understand statistics and can work with SQL, Excel, Power BI, etc., comfortably Specific career choices and decisions may differ from person to person. Whether ML or Data Analytics – Choose Ethan’s Tech to Begin Your Career Confidently! Both are thriving career options. However, the right guidance also matters. This is where Ethan’s Tech steps in. We offer comprehensive machine learning courses in Pune and data analytics classes in Pune. Our practical exposure and learning approach prepares you for challenges and opportunities across both these domains, unlocking the doors to remunerative career opportunities. Want to know more? Call us at +91 95133 92223.

Why Should Job Seekers Invest in a Data Analytics Course?

by
Data Analytics Course

Are you a job seeker seeking a rewarding career in technology and embracing the exciting opportunities ahead? Then, you must go for a data analytics course in Pune. Why? We will be giving you numerous reasons for it. However, fundamentally, data, in the current scenario, has become crucial enough to be addressed as the new business fuel. When analyzed and transformed into usable insights, it enables businesses to comprehend situations, predict, and make informed decisions. This is where data analytics steps in. Data analytics is considered a golden skill these days, given the role that data and analytics play in the contemporary business environment. The significance also shows even when it comes to figures. In India alone, the data analytics market size, which was a little below USD 3 billion last year, is projected to grow between USD 26 – 28 billion! Nevertheless, no matter how good the broader picture, career decisions and choices often trickle down to individual benefits. So, let’s look at eight reasons you must invest in education that matters and join data analytics classes in Pune. High Demand and Market Growth There’s a staggering demand for data analytical skills. We’ve already seen the figures above. However, what also should interest you is that India will have over 11 million job openings by 2026 for data professionals, creating a gargantuan demand for data analysts. Extensive Applicability Today, every business thrives on data. Hence, each one looks to harness the power of data analytics and requires data analysts. So, from finance to entertainment, you would find data analyst requirements in almost any and every industry. Fascinating Salaries and Exciting Career Progression Data analysts draw a handsome annual salary based on their experience, employer, portfolio, and skills. In India, as a beginner, you may expect a salary of up to INR 6 LPA.  Furthermore, as you progress in your career and gain experience, you can demand a higher salary of INR 8-12 LPA. Nevertheless, the topmost professionals, the most experienced and skilled ones can earn up to INR 20 LPA as well! Data analytics is a unique and critical skill. Hence, the career is exciting even when it comes to growth. Your analysis and recommendations can directly impact strategic endeavors and growth. So, while doing something as crucial, you are likely to enjoy an enthralling and gratifying career path. Talent Gap Data analytics is in demand worldwide. Yet, companies struggle to find the talent they need. Reliability matters and that’s where a data analytics course in Pune plays an instrumental role. The course doesn’t just prepare you technically but also strengthens our strategic viewpoint and develops the approach it takes to become a data analyst who delivers value. So, if you are trained well, companies have their doors open for you! Career Future-Proofing As the importance of data continues to grow, companies will become more reliant on it. Even today, most businesses depend on data and insights to make decisions and strategies. In the future, we will see more companies following suit. Hence, data analytical skills will be in demand for the foreseeable future. AI and ML will further solidify this demand. Hence, it isn’t just good but imperative to be AI and ML-ready! Learning Technical Skills Comprehensive data analytics classes in Pune also cover essential technical skills like Python/R, Excel, Power BI, Tableau, and SQL, making you a technically sound data analyst. In addition, the course also provides an understanding of statistical analysis and ML basics, turning you into a data analyst every company would want to hire! Working Flexibility Data analysts are in demand everywhere worldwide. And their shortage everywhere further amplifies the demand, encouraging companies to hire qualified and good data analysts from wherever they can. The situation provides you with the flexibility of working remotely and even practicing hybrid working, depending on the company policy.  Some organizations may even call you on-site if the need be. By that, do we mean to say working opportunities abroad? Potentially, yes! You Will be a Problem-Solver Everyone speaks of problems. But very few talk of solutions! A data analytics course in Pune helps you become part of the latter with the required technical skills and approach. As a data analyst, you will learn how to identify patterns, solve complex business problems, mitigate risks, and help your employer or client optimize operations with data. These skills can make you an indispensable part of your organization as a problem-solver. Want to Pursue Such a Transformative Data Analytics Course in Pune? Then join Ethan’s Tech! We offer comprehensive data analytics classes in Pune that cover every aspect of data analytics as a profession and career. Thus, from technical skills to cracking interviews and becoming a successful data analyst, we prepare you for everything. Looking to explore more? Check out our data analytics courses. You can also call us at +91 95133 92223 and connect with our counselors for more details.

Certified Data Analyst Course in Pune: Your Path to a 6-Figure Salary

by
Certified Data Analyst Course in Pune

Are you a technology-working professional stuck in a skillset where your salary has hit a plateau and you are feeling stagnated? Do you look at the exponentially growing digital economy and wonder how you can grab a slice of that lucrative pie?  Then, you aren’t alone!  The above is the situation of millions worldwide.  But you can do something about it. And by that something, we mean upskilling yourself with data analyst training in Pune and becoming a certified data analyst.  So, let’s see how this can be your ticket to that fat 6-figure paycheck. Why Pursue Data Analysis Courses in Pune Now? Data is an integral aspect of modern business operations. From routine functioning to strategy and high-level decision-making, everything relies on data. However, raw data doesn’t have any value, unless you make sense from it. This is where the role of data analyst comes into play.  Data analysts gather, process, and interpret data to help companies make more informed and better decisions. They identify patterns, relationships, and trends within data with statistical methods and visualization tools to present and communicate their discoveries. Thus, companies look up to data analysts as growth catalysts!  No wonder companies pay them handsomely and the demand for data analysts and scientists is at an all-time high. Ready to Become a Pro Analyst? Start Learning the 6 Phases! Data analyst’s average salary in Pune, particularly for experienced professionals, begins from Rs. 6-7 lakhs. Yes. That’s still a 5-figure monthly salary. However, with experience, it can easily increase Rs. 10-11 lakhs annually. Further, as you gain seniority, you can even command Rs. 15-20 lakhs per annum or even more based on how rich your portfolio and overall industry track record are. So, what you learn and the experience you gain matter can eventually translate into what you initially desired – a 6-figure salary! Who Can Benefit from the Certified Data Analyst Salary Bump? Wondering if the above salary hike is for you? Data analysis courses in Pune that lead you to become a certified data analyst can benefit individuals who are, Working but feel underpaid, particularly given their potential In finance, operations, marketing, sales, HR, etc. Looking to pivot to a more in-demand role without becoming a coder Professionals who want to diversify and enter more crucial roles to earn more Sounds great, right? However, what does a certified data analyst course in Pune cover? In other words, what is it that the course teaches you to become capable of a 6-figure salary? Let’s explore more about it. 5 Reasons Data Analyst Training in Pune is Worthwhile! So, let’s understand the secret sauce to the sumptuous recipe called the 6-figure salary. Course Curriculum Data analytics is a challenging domain. Hence, it requires extensive training and an in-depth understanding of various topics that you will use practically as a data analyst.  Generally speaking, a comprehensive data analyst course in the course includes; Introduction to SQL Microsoft Excel Microsoft Power BI AI Analytics Platform – Alteryx The above topics cover the various aspects of data analytics and the tools that help analysts provide and present insights useful for businesses in informed decision-making. Practical Experience While conceptual understanding matters, strengthening it and applying concepts in the real world is possible only with practical exposure. It is because companies these days are more interested in determining how well and usefully you apply your skills. Accordingly, the course provides abundant practical exposure to the latest tools and technologies. Real World Projects The course also involves working on real-world problems and challenges through projects that put your knowledge, learning, and skills to the test. Working on these projects helps you build the confidence and conviction it takes to crack interviews and work as a results-oriented data analyst – something companies want and appreciate. Seasoned Instructors The best data analytics classes in Pune nurture experienced trainers who don’t just focus on developing technical skills but strengthening the basics and preparing for challenges. They do so through their technical expertise and sharing their experiences that develop maturity and a sense of professional understanding that employers applaud. Soft Skills Development Hard skills are integral to every course. However, organizations these days don’t just look for workers but leaders who can take charge and shoulder responsibilities. Thus, comprehensive data analyst training in Pune also covers developing soft skills like leadership, team playing abilities, communication, presentation, time management, problem-solving, and more. They transform you into a professional prepared to take up challenges as a game-changer. Final Words! Remember, your journey towards a 6-figure salary with data analysis courses in Pune isn’t a get-rich quick scheme but a visionary strategy. Ethan’s Tech offers data analytics classes in Pune that help you embark on this journey with a 360-degree training approach and skill development. Call us at +91 95133 92223 to explore more about our courses.

How Ethans Tech Prepares You for a Data Analytics Career

by
Data Analytics Career

So, you are all set to enter the world of data analytics! But are you prepared for it? And if yes, how well? Now, that’s a million-dollar question, isn’t it?  Data analytics is one of the hottest capabilities, given the value analysts deliver.  However, considering the expectations companies have from data analysts, pursuing merely technical education doesn’t suffice. You need comprehensive data analyst training in Pune and an institute that does justice to your career aspirations, while preparing you for the big race. Ethan’s Tech serves both. We adopt a comprehensive approach that involves building technical and career skills, transforming aspirants into professionals. Eager to know how we do it? Then, let’s get straight to the point. Not Just Jobs but Careers – 7 Ways Ethan’s Tech Creates the Career Advantage! From an industry-oriented curriculum to tantalizing placement opportunities, here’s how Ethan’s Tech proves to be an empowering choice. Industry-Based Updated Curriculum We understand how dynamic the data analytics domain is. Accordingly, we continuously update our course curriculum, ensuring students learn what’s latest and relevant for their careers. Furthermore, our data analytics courses in Pune are designed and recognized by industry experts who understand the industry’s current and future needs. Abundant Practical Exposure These days, companies look for professionals who can use the skills they’ve built during their data analytics classes in Pune. However, this calls for practical exposure during the course to the tools, technologies, and techniques the industry uses. At Ethan’s, we provide extensive practical exposure on various data analytics processes, tools, and technologies. Our students spend hours working on challenging assignments and dealing with complex datasets that put their abilities to the test and bring out the best in their capabilities. Thus, they step out as professionals prepared to take on real-world challenges. Use of Cutting-Edge Tools and Technologies Data analytics leverages various tools and technologies to analyze extensive datasets and deliver insights that drive informed decisions. Thus, it matters how proficiently you can use R, SQL, Python, Tableau, Power BI, etc. Ethan’s Tech offers comprehensive training on these platforms, ensuring adequate exposure to each. Experienced Faculty Members Trainers make or break a course’s experience! Ours make it with their technical skills, experience, and training abilities. We’ve handpicked trainers who empathize with the career needs of our students and resonate with our vision to deliver career excellence! While training students on technical skills, our trainers share their knowledge, enhancing the learning experience and amplifying its impact. Sessions from Industry Experts Apart from regular training, we conduct industry expert sessions during which students interact with industry experts directly. These sessions add value to the student’s knowledge, expertise, and experience. They are an excellent opportunity to broaden the network and ask questions concerning the industry. Challenging Assessments Data analytics is a professional skill that involves solving real-world problems. Accordingly, our students undergo extensive assessments that examine their skills and abilities across various areas of data analytics. These assignments are evaluated by experts who examine the process and outcomes, determining how prepared students are when it comes to addressing the industry’s problems.  Comprehensive Career Support Training isn’t just about covering technical topics. We live in a competitive world where professional skills matter as much as technical abilities. Thus, we provide end-to-end career support that involves soft skills development, mock interview sessions, and question-and-answer sessions to ensure our students prepare for everything that matters during the interview and their career. Joining our data analyst training in Pune refers to an unparalleled career advantage. So, now that you know why Ethan’s is the right place to launch your data analytics career, gear up for the enthralling opportunities in this field with us.  Call us at +91 95133 92223 to learn about data analytics fees, schedules, placement opportunities, alumni, and success stories.