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Certified Data Science Course in Pune

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Data Science Training in Pune

Data Science Training and courses for beginners at Ethans Tech Pune is the stupendous program containing a variety of Data Analytics and Data Science Training techniques. Our Data Science Training in Pune is truly outstanding, both in terms of content and the delivery provided by our world-class faculty. Data Science classes masters important like Data Science concepts such as Data Preprocessing, Exploratory Data Analytics, Data handling Techniques, Statistics, Algebra, maths, Machine Learning algorithms include regression, classification, and clustering. The Data Science course in Pune Assists individuals to get ready by working on real-time-case studies and equipping them to work independently on relevant projects.

Looking for affordable data science course fees in Pune? Explore data science classes near me and enroll in a top-rated data scientist course in Pune for hands-on learning and career growth.

Lectures: 100+ | Duration: 175+ hours | Mode of Training: Classroom & Online

Register to confirm your seat. Limited seats are available.

About the Course

Learn from Industry Certified Professionals

Since an inauguration day of Ethans Tech, we helped thousands of individuals to become the job-ready on a highly demanded skill in the IT industry i.e. Data Science. Our data science course is crisp and contains many projects which really help the attendees to get sufficient knowledge to crack any interview they applied for. Our adept Trainers are providing expert training on either Weekends or Weekdays. Ethans Tech is a leading Coaching center in Pune having a great track record providing a solid grip on Data Science from scratch.

Data Science Course is designed by industry mentors from various MNC’s, after many rounds of discussion we came up with a comprehensive data science syllabus which completely focused on practical and project-based learning. Data Science training in Pune provides an end to end understanding of technology and helps students to build a great foundation on the subject. Attendees will be prepared with interview questions from day1 and it will help to crack Data Science interviews and possess advanced knowledge of data science concepts.

What is Data Science? Who is a Data Scientist?

Let’s start discussing the Data science course in Pune with “What is Data Science”?

Data Science is the process of analyzing and interpreting the hidden patterns, insights, and trends which are encrypted inside the data.  Data Science can be interpreted as the study of data which is generated from a variety of sources, and how this information can be turned into a piece of valuable information that can fuel the decision-making process in business.

Who is Data Scientist? A Data Scientist is a professional who works extensively with raw, structured, and unstructured data to derive valuable business insights from it. A data scientist uses scientific methods, processes, algorithms, and systems to extract knowledge and insights from many structural and unstructured data.

A Data Scientist enhances business decision making by introducing greater speed and better direction to the entire process with the help of their data visualization capabilities. Compared to data analysts, data scientists are much more technical and possess expertise in at least one programming language – R/Python, data extraction, data wrangling, data transformation, and loading capabilities.

Top Data Science Jobs for the year 2020 compiles of Data Scientist, Machine Learning Engineer, Machine Learning Scientist, Artificial Intelligence, Data Architect, Data Engineer, Data Analyst with an average of INR 700,000 salary.

Why one should take Data Science Course?

“The job of a data scientist has only grown sexier,” said Andrew Flowers, an economist at Indeed, based in Austin, Texas. “More employers than ever are looking to hire data scientists.”

With the surge in data (Calling Big Data) and its correlated fields, the job of a Data Scientist has become the most sought after job. To handle vast amounts of data produced every day, enterprises need professionals who can treat, analyze, and organize this data to provide valuable business insights, for intelligent actions. Data Science has emerged as the most promising field in recent times.

 The demand for data scientists is only increasing and will continue to increase in the future. According to IBM, an increment between 200,000 to 600,000 openings will be generated in the year 2020. This demand will only grow further to an astonishing 700,000 openings.

According to Glassdoor, Data Scientist is the number one job on its website. This position will remain unchanged in the future. The requirement for the number of data scientists is growing at an exponential rate due to the increase in data and its various types. The number of roles and data scientists will only increase in the future. Some of the positions in data science such as data engineer, data science manager & big data architect. Moreover, the financial, telecom, retail, and insurance industries are becoming major players for recruiting data scientists.

The January report from Indeed, one of the top job sites, showed a 29% increase in demand for data scientists year over year and a 344% increase since 2013 — a dramatic upswing. But while demand — in the form of job postings — continues to rise sharply, searches by job seekers skilled in data science grew at a slower pace (14%), suggesting a gap between supply and demand and the site considers data science a “high-demand skill.”.

Accessibility of the data today can help organizations to reap multiple benefits from it. Because of this, companies are not shying away from offering increased data scientist salary in India. Companies are offering huge salaries at those having skills to take on the positions of Data Analysts, Scientists, Engineers, etc. India is the second-highest country to recruit employees in the field of data science or data analytics, etc. with 50,000 positions available – second only to the United States.

What is the scope of Job Opportunities With Data Science Training?

Career opportunities in data have exponentially grown in the recent few years. India is the second-highest country to recruit employees in the field of data science or data analytics, etc. with 50,000 positions available.

If you have completed the certification course in data science from EthansTech, your career as a data scientist is expected to grow onwards and upwards.

The different job roles in Data Science which you can apply after the completion of your Data Science training certification are

  • Data Scientist– Gathering vast amounts of structured and unstructured data and converting them into actionable insights. An encouraging data-driven approach to solving complex business problems.

Average salary:  Rs 7,00,000 per annum

  • Data Engineer- The primary job of a Data Engineer is to design and engineer a reliable infrastructure for transforming data into such formats as can be used by Data Scientists. In an organization, the position of a Data Engineer is as vital as that of a Data Scientist.

Average Salary:  Rs 1,000,000 per annum

  • Data Analyst- Data Analysts are professionals who translate numbers, statistics, figures, into plain English for everyone to understand.

Average Salary:  Rs 6,00,000 per annum

By completing the Certification Course with EthansTech you may likely receive an annual bump up of around 15% in your compensation. This will further increase with an increase in the years of work experience and the number of skills you’ve mastered.

Why Choose Ethans for Data Science ?

This Data Science Training In Pune is an ideal choice for all the analytics career enthusiasts who are planning to secure their careers in Data Science. As the course complements the present industry requirements, both fresher’s & working professionals who are looking towards a career shift from their existing technologies to Data Science can get enrolled for our Data Science Course In Pune. If you are new to programming & stats then there’s nothing to worry about, we have got you covered. Our Data Science training will cover the concepts right from the scratch. You will learn the basics of Statistics, Maths, SQL, EDA, Statistical analysis, Python programming to advanced AI, Machine Learning, Business Analytics & Predictive Analytics, Text Analytics and more.

Our Data Science training is the best fit for

  • Managers
  • Data analysts
  • Business analysts
  • Database Administrators
  • Networking Operators
  • Professional whats to change their career path
  • Legacy Technologies Professional
  • IT Developers & Software Professionals
  • Job Seekers
  • Freshers/Graduates
  • End users

With the increasing demand for big data analytics, Data Science has become the key technology & the major buzz word across the IT & Corporate domain. So, this is the right time to step into this technology. Throughout this Data Science Training In Pune program, our expert trainers & mentors will be extending their full support to the participants. With a coordinated effort in our Data Science Training, we will be working towards transforming our students into complete career ready Data Scientists

Syllabus

Data Science Training Content

Applied Statistics

    • Maths Essentials
      • Foundational Maths for DS:
        • Introduction to Linear Algebra
        • Theory of Matrices
        • Determinant of a Matrix
        • Eigenvalues and Eigenvectors
      • Advanced Maths for DS:
        • Calculus
        • Differentiation
        • Integration
        • Maxima and Minima using derivatives
        • Partial Derivatives
    • Descriptive Statistics
      • Probability Theory:
        • Introduction to probability theory
        • Conditional probability and Bayes theorem
        • Random variables and properties
      • Data Summarization:
        • Introduction to data summarization
        • Descriptive statistics and its uses
        • Measures of central tendency
        • Percentile and quartiles
        • Skewness and kurtosis
        • Outlier detection and treatment
      • Discrete Probability Distributions:
        • Probability mass function
        • Cumulative distribution function
        • Distribution
      • Continuous Probability Distributions:
        • Probability density function
        • Cumulative distribution function
        • Distribution
      • Joint Distribution Concept:
        • Joint probability mass function
        • Joint probability density function
        • Covariance and correlation
        • Multivariate normal distribution
    • Mastering Inferential Statistics
      • Sampling & Statistical Inference:
        • Introduction to Sampling
        • Probability Sampling
        • Non-Probability Sampling
        • Sampling Bias and Estimation
        • Sample Size Determination and Sum of Independent Random Variables
      • Concept of Confidence:
        • Introduction to Confidence Levels
        • Interpreting Confidence Intervals
        • Choosing Appropriate Confidence Levels
      • Hypothesis Testing:
        • Hypothesis
        • Null and Alternative Hypotheses
        • Type I and Type II Errors
        • One-Tailed and Two-Tailed Tests
        • P-Values
      • Experimental Design:
        • Experimental Design
        • Types of Experimental Design
        • Hypothesis Testing
        • Power Analysis
        • Ethical Considerations

 Relational Databases

    • Introduction to SQL: Learn the Lang. of Data
      • SQL Basics for Data Analysis:
        • Introduction to SQL
        • Setting up the SQL environment
        • Basic SQL Commands
        • Creating and Deleting Databases and Tables
        • Importing and Exporting Data from CSV Files
      • Fundamentals of SQL Query:
        • Anatomy of SQL Query
        • SQL Data Types and Operators
        • Filtering and Sorting Data in SQL
        • Aggregate functions in SQL
      • Dealing With Multiple Tables:
        • Grouping Data – GROUP BY
        • HAVING
        • Subqueries
        • Joining tables using INNER JOIN, LEFT JOIN, RIGHT JOIN & FULL OUTER JOIN
        • Alias in SQL queries
        • Working with Multiple Tables Using Subqueries
        • Using Set Operators
        • Aggregating Data from Multiple Tables using GROUP BY and HAVING.
      • Advanced SQL Joins:
        • Advanced Join Techniques
        • Joining multiple tables
        • Handling duplicate records and eliminating duplicates
        • Using UNION and UNION ALL to combine data from multiple tables 
    • SQL In-Built Functions
      • Type Casting & Math Functions:
        • Mathematical Functions
        • Type Conversion Functions
        • Using CASE Statements to Perform Conditional Operations
      • DateTime & String Functions:
        • Working with date/time data in SQL
        • Date/time functions
        • Formatting date/time data
        • String manipulation functions (e.g. UPPER, LOWER, LEFT, RIGHT, etc.)
        • Regular expressions in SQL for string operations
        • Using CONCAT_WS to concatenate strings with a separator
      • Window Functions:
        • Syntax of Windows Function
        • Ranking functions (e.g. ROW_NUMBER, RANK, DENSE_RANK, etc.)
        • Aggregate functions using windows (e.g. SUM, AVG, MAX, MIN, etc.)
        • Partitioning data for window functions
        • Understanding the difference between row-based and aggregate-based window functions

Machine Learning & AI

    • Unlocking Machine Learning
      • Learning Objective:
        • Introduction to ML
        • Supervised and Unsupervised Algorithms
        • Understand the Mechanisms Behind Machine Learning
      • Mechanisms Behind Machine Learning:
        • Introduction to mechanism of Supervised
        • Unsupervised and Deep Learning
      • Supervised Learning – Regression:
        • What are supervised models?
        • What is regression analysis?
        • Types of Regression Models
      • Supervised Learning – Classification:
        • Introduction to Supervised Models – Classification
        • Logistic Regression
        • What is logistic regression?
        • Implementing logistic regression
        • Evaluation Metrics used for Classification
        • Defining the cost function
      • Decision Trees:
        • What is a Decision Tree?
        • How to split?
        • Math Behind it
        • Simple Implementation
        • Advantages & Disadvantages
      • Unsupervised Learning:
        • What is Unsupervised Learning?
        • Introduction to Clustering
        • K-Means Clustering
        • Simple Example
        • Expectation-Maximization
        • Silhouette Analysis
        • Elbow Method
        • Implementation of K-Means
        • Limitations

Deep Learning, NLP & GenAI

    • Deep Learning aka gateway for AI
      • Neural Networks: 
        • Introduction to Neural Networks
        • Forward Propagation
        • Back Propagation
        • Optimizer
        • Loss Function
        • Activation Function
    • Deep Learning aka gateway for AI
      • Introduction to NLP: 
        • Introduction to Tokenization & Word-Embeddings
      • RNN (Recurrent Neural Network): 
        • Introduction to RNNs
        • RNN Architecture
        • Training RNNs
        • Applications of RNNs
        • Advantages and Limitations
        • Practical Examples
        • Case Studies
      • LSTM (Long Short-Term Memory): 
        • Introduction to LSTMs
        • LSTM Architecture
        • Training LSTMs
        • Applications of LSTMs
        • Advantages and Limitations
        • Practical Examples
        • Case Studies
      • Gated Recurrent Unit (GRU): 
        • Introduction to GRU
        • GRU vs LSTM
        • GRU Architecture
        • Advantages of GRU
        • Implementation of GRU
    • Generative AI (GenAI)
      • The GenAI Revolution: 
        • Live demonstrations of AI capabilities (text, code, image generation)
        • Real-world applications across industries (entertainment, healthcare, business)
        • Interactive segment: Hands-on experience with basic AI tools
      • Personalized AI Applications: From Concept to Reality: 
        • Personalized AI application on Ecommerce/Retail, etc.
        • Interactive workshop: Building personalized AI solutions
      • Technical Foundations: From User to Creator: 
        • API integration fundamentals
        • Advanced prompt engineering techniques
        • Customization and fine-tuning strategies
        • Performance optimization and scaling strategies
        • Hands-on workshop: Building an AI-powered application
      • Career Pathways: 
        • Essential skills and knowledge domains
        • Freelancing opportunities in AI development
        • Interview preparation and industry requirements
        • Guide to advanced learning resources and certifications

Features

Classroom Sessions

Ethans Pune provides highly professional and advanced training tailored to industry needs, with a strong emphasis on practical and project-based learning. Our program features interactive sessions with individual attention, online doubt-clearing sessions, and access to recorded backup sessions. Additionally, students benefit from a dedicated forum for addressing doubts and questions.

LMS (Learning Management System)

We offer free supplementary courses to enhance your learning and grasp the cross-functional demands of the industry. You will also have access to recorded sessions from your ongoing classes, along with study materials including assignments, projects, and POCs to guide you through your current modules.

Quiz, Assignments & POC's

Each course includes quizzes, hands-on assignments, and interview preparation tailored to each topic and module. Trainers provide assignments based on students' skill levels and project requirements, with an estimated duration of about an hour per day. These assignments focus on real-world company projects to ensure practical experience. Additionally, complementary study material is provided with every course.

Certification

We are affiliated with E&ICT, IIT Guwahati, and offer certifications recognized by top companies. These certifications are awarded based on assessments by industry experts, enhancing the value of your curriculum vitae and giving you an edge in your profile. Boost the weight of your resume by obtaining a course completion certificate upon successful completion of the course and projects from E&ICT, IIT Guwahati.

Real-life Case Studies

Ethans offers a range of real-time projects with practical use cases, allowing students to gain hands-on experience. This approach helps students grasp business requirements, perform detailed analysis, and tackle challenges associated with real-time implementation. By working on these projects, students not only understand theoretical concepts but also apply them in real-world scenarios.

Job Assistance Program

Upon successfully completing a course with Ethans, you may become eligible for our job assistance program. This program includes help with crafting a standout resume and optimizing online profiles to attract job opportunities. Additionally, our extensive alumni network of over 5,000 members actively shares job openings. More than 3,000 freshers and professionals have secured positions in top companies across India.

Data Science Classes in Pune FAQs

What are the prerequisites for Data Science Training in Pune?

Ethans Tech data Science program doesn’t require any prerequisites to start off.

Our program contains all the basic concepts needed to grab the data science technique which includes logical building, programming techniques, data warehousing concepts, SQL, statistics and linear algebra.

Who should go for Data Science training in Pune?

Data Science Training is open to all students. As per our teaching experience teaching students from non-IT backgrounds can also learn this technology. Students in a class are mixed from 1 years of experience to 24 years of working experience. Even CA, CS, BCom, Share Brokers, learning this skill for implementing the same into day to day activities. It’s the finest kick off for the freshers and icing on the cake, for others.

What if I have queries after I complete this course?

You will have access to the technical discussion forum lifetime, which will help you in resolving most of your doubts and queries. Eventually, you can connect with your respective faculty directly, else reach out to the nearest Ethans help desk for further assistance.

Who are the instructors?

Our faculties are all extensively experienced IT Industry experts and real time corporate trainers from renowned MNC’s with marvelous knowledge in the subject matter. In addition to their standard duties of imparting knowledge, faculties also undertake consulting assignments for leading Indian and Multinational Companies that gives practical exposure based on real time scenarios from their world of experience. Ethanians that upskill are able to vividly recall classes even after years. Such is the impact of our remarkable trainers on the students.

Will Ethans be providing any study materials?

Yes, Ofcourse. You will be provided with both, hard copies of the study material upon enrollment and soft copies will be shared by the respective faculties over the cloud during the program.

What types of courses are available at Ethans?

Ethans is a Market leader in Cloud, Automation and Analytics (such as Python, Data Science – Machine Learning, Artificial Intelligence, AWS, Azure, GCP, DevOps, Hadoop, Selenium, Robotics Process Automation, etc.) helps working professionals and freshers in enhancing skills in multiple technologies as per the market demand.

Does Ethans provide Job Assistance?

Yes. Ethans being one of the top notch institutes, has a wide network in the market. We do have collaboration with multiple companies that helped 3000+ freshers to get place and working professionals to switch their domains in top companies across India. On course completion, one becomes eligible for the placement assistance.

Does Ethans provide weekend classes for professionals?

There are multiple institutes which are providing software training courses, but only Ethans offers professional training on various demanding technologies with flexible timings over the weekdays as well as on weekends depending on the requirements of working professionals.

What are the profiles and experiences of trainers at Ethans?

We have a big pool with a strong and renowned team of professionals having extensive expertise in the technology they deliver. Our trainers are quite supportive and render an amicable learning environment which invigorates the student’s growth in an optimistic way. They are all with huge industry and teaching experiences. Some of them hold more than two decades of experience of the same industry.

Do I need to pay the complete fee lump sum or I can have an installment facility too?

We are open for both, lump sum and installments. Best to pay it in one go, but we avail maximum two installments. First installment is to be cleared on the very first day of the class and the second one, within 21 days from the batch commencement date.

The fee which I will pay is refundable or transferable?

No. Fees once paid is non-refundable and non-transferable at any case, as we assure best training quality at Ethans Tech. We do not let go of any of our valuable students and ensure to deliver the quality that meets one’s requirements and is worth it. Each one of you is important to us.

What are the facilities and infrastructure at Ethans?

As of now, Ethans has presence at three locations in Pune (Wakad Saudagar/Kharadi/Hinjewadi) and in Noida as well. Looking forward to expanding gradually across India with all your support. Ethans has state-of-the-art-infrastructure that accelerates a pleasant and academically vigorous and stimulating environment for the students and the faculty.

Does Ethans provide Online Training?

Yes. Ethans renders Online training too. It’s a virtual and absolutely interactive training by the identical faculties that educate at our different branches with the help of a specific software which is best to intercommunicate online. You will be obtaining uniformly the same study material and assessment in online training as in the classroom. Educating yourself from Ethans Tech either by classroom or online means is the same, as the instructors don’t change. Now, it depends on the students, which mode to prefer based on their comfort levels.

Does Ethans provide facility to repeat the batch?

On enrollment at Ethan’s Tech, you are provided with a flexi pass that avails one year re-joining option within the same branch and under the same trainer from the date of enrollment with an administrative charges of only 5000/-. We also provide online recorded sessions as backups. Options available for branch change with nominal charges as per the norms and regulations of the institute.

Does Ethans provide Institutional Certification after the course?

Yes. Certificate is issued to the respective student, after the course completion and assessment which is valid in multiple companies and apparently, it becomes an edge in your curriculum vitae in order to showcase your skill set.

Does Ethan's conduct training at Corporates?

Yes, we are frequently engaged in corporate training being the market leader with a big pool of corporate trainers having a wide network with collaboration with several top MNC’S that ultimately becomes an add-on for placing our students with such references.

What is the admission procedure at Ethans?

Basically, there are two ways of registering with Ethans Tech, Online and Offline. In terms of Online, you just need to visit the enrollment tab on your website – www.ethans.co.in which will redirect you to the enrollment form, wherein you need to fill all your essential details and proceed further by paying Rs. 5000/- as the registration fees (inclusive of your standard course fees) For Offline admission, you can can contact and visit any of your nearest Ethans branch and carry out the further formalities under the guidance of the team at Ethans Desk.

 

What can I expect from a data scientist course in Pune?

A data scientist course in Pune typically offers comprehensive training in data analysis, machine learning, statistical modeling, and data visualization. You’ll gain practical experience through hands-on projects and real-world case studies, preparing you for a career in data science. Additionally, many courses provide career support, including resume building and interview preparation, to help you secure job opportunities in the field.

What is the best data science course in Pune?

The best data science course in Pune combines comprehensive curriculum coverage, experienced instructors, and practical, hands-on projects. Look for courses that offer real-world applications, industry-relevant tools, and strong career support. Research reviews, compare course content, and check for certifications to ensure you select a program that aligns with your career goals and learning preferences.

Is a Data Science Course for Beginners at Ethans Tech suitable for non-technical individuals?

Yes! Ethan’s Tech’s Data Science Course for Beginners is designed to guide non-technical individuals through step-by-step learning, making complex concepts easy to understand.

What skills will I learn in Ethan's Tech Data Science Course in Pune?

You will learn Python programming, data visualization, statistical analysis, and machine learning basics. The course also includes hands-on projects for real-world experience.

How do I enroll in the Data Science Course at Ethan's Tech?

You can visit the Ethans Tech website or contact their team directly to enroll in the Data Science Course for Beginners today.

Are their placement opportunities after completing a data science course in Pune?

Yes, reputed institutes like Ethans Tech provide placement assistance to help students secure jobs in top companies.

Can I get installment options for data science course fees in Pune?

Many institutes offer installment plans to make the data science course fees in Pune manageable for students.

What tools and technologies are covered in Ethan's Tech Data Science Course for Beginners to Working Professionals?

The course covers Python, Pandas, NumPy, Matplotlib, and the basics of machine learning algorithms to equip you with essential tools.

Why choose Pune for a Data Scientist Course?

Pune is a hub for IT and tech innovation, offering excellent training institutes, job opportunities, and a strong professional network for aspiring data scientists.

Our Industry Expert Trainer

We are a team of 10+ Years of Industry Experienced Trainers, who conduct the training with real-time scenarios. The Global Certified Trainers are Excellent in knowledge and highly professionals. The Trainers follow the Project-Based Learning Method in the Interactive sessions.

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Our Testimonials

Hi, it was a great and quality experience to get upskilled in Python from Ethans Tech. The program is well designed and the trainer was highly experienced and good at presenting the concepts clearly by presenting real-time scenarios. The Admin team is very helpful and they are always available whenever you need any help regarding coding or the software. Therefore, I would highly recommend Ethans Tech.

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    The courses are premium and great commandments. Instructors are always there to clear the queries and prompt you when you open an issue if you are having any trouble. Added bonus - you get the software, study material, and certification of the course you opt for! I have enrolled in so many courses and they always offer the best course each and every time I enrolled. Love these guys. Salute to their service !!

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      Network Design Specialist at BT, UK

      The training is really marvelous and we are about to start a POC that would really help us in implementing the real-time scenarios. Overall the session is good and interactive. Thanks for all the classes organized. I am immensely satisfied with the course content, they offered pre-recorded classes and 8 months of post-class assistance from experts. I exceptionally recommend Ethans Tech, as it’s the best for corporate leanings and all cutting-edge technologies/tools/languages.

        Priyanka Tomar
        Priyanka Tomar

        Consultant at Credit Suisse

        I am a last-year College student and my keen Interest is in Cloud Technology, In Feb’20 - Joined the Amazon courses training program from Ethans which gave me 100% Practical Hand-on training along with covered the Programming languages, Big Data Hadoop, AWS, Azure, SQL DataBase which help me to get prepared for Internship and Job. One of the best Institutes!

          Gayatri Soni
          Gayatri Soni

          Intern at Ethans Tech

          Classroom sessions were delightful. Don't have a command of Linux and Python, and because of that feeling of lagging somewhere, would have more wonderful learning, if I had a command of those languages. Overall experience is superior for learning.

            Md Ashraf Khan
            Md Ashraf Khan

            Technical Service Engineer Expert, Fujitsu

            It was a great learning experience from Ethan's teaching Skills are pitched perfectly. The trainers were well Experienced and motivational. They always make sure that each and every student should be crystal clear with every topic, and they are always ready to help, this is what helps them offer the best service to their students. Thanks, a bunch of Ethans for developing my interest in coding.

              Anhadpreet Singh
              Anhadpreet Singh

              Student at Guru Nanak Dev Engineering College, Ludhiana

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