Are you a beginner aspiring to a data science career? Or, a professional looking to upgrade your skills with data science? Then, the answer to it is a data scientist course in Pune!
Modern data science courses cover a comprehensive curriculum and professional training to help you become a learned data scientist and accomplish your career goals.
However, you must be wondering what modern data science courses offer today. Then, let’s answer your question and clear your way ahead.
What is Data Science and What Does a Data Scientist Do?
Amidst a highly data-driven world, data has become more crucial and useful than ever.
Companies spend millions of dollars every year to use the data they generate for business growth and to outperform their competitors. So, given the critical nature of data and the role you will play as a data scientist, let’s look at the basic concept of data science.
Data science is a versatile field that leverages various algorithms, scientific methods, processes, and systems to derive insights from structured and unstructured data.
The science blends elements from computer science, statistics, and domain-specific knowledge to analyze and interpret complex data so that companies can use it for making decisions, formulating strategies, and setting their business trajectory.
Now, what do data scientists do? Think of data scientists as chefs who sort ingredients, select the right ones, and cook them into perfect recipes.
Data scientists do the same thing with data. They collect, clean, and analyze data to provide meaningful insights that talk to businesses. Besides, they are adept at using various techniques and technologies, including statistical analysis, modeling, ML, and AI.
They can also interpret data and communicate it to drive actionable insights. Their expertise also involves deployment and monitoring to enable practical use and value.
So, now that you’ve overviewed what data science and who data scientists are, let’s see what a comprehensive data science course in Pune would cover.
Data Science Course in Pune – Course Curriculum
Data science is an extensive field of study, involving various aspects. So, right from maths and statistics that form the basics, you will also learn relational databases, ML, AI, NLP and so many other things. So, if you are enthusiastic about a career in data science, here’s what you should know about the course curriculum you will be exposed to.
Applied Statistics
Maths Essentials: Foundational Maths for DS, Advanced Maths for DS
- 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 Experimental Design
Relational Databases
- Introduction to SQL: SQL Basics for Data Analysis, Fundamentals of SQL Theory, Dealing with Multiple Tables, Advanced SQL Joins
- SQL Built-in Functions: Type Casting and Math Functions, DataTime and String Functions, Window Functions
Machine Learning and AI
Unlocking Machine Learning: Learning Objective, Mechanisms Behind Machine Learning, Supervised Learning – Regression, Supervised Learning – Classification, Decision Trees, Unsupervised Learning
Deep Learning, NLP and GenAI
- Deep Learning: Neural Networks, Introduction to NLP, RNN, LSTM, Gated Recurrent Unit
- Generative AI: The GenAI Revolution, Personalized AI Applications, Technical Foundations
- Career Pathways: Skills, Knowledge, Freelancing Opportunities, Interview Preparation, etc.
Additionally, the course includes mastering Python and R, the languages of data science. So, while learning data science, you also attend Python classes in Pune.
However, this is merely an overview of what you will learn. Such an extensive course isn’t merely enriched with content but also value. Some features of such a course include;
- Practical exposure to various latest and real-world tools and technologies
- Learning with experienced faculty members
- AI and ML skill development – almost as good as machine learning training in Pune or an artificial intelligence course in Pune
- Interaction with industry experts
- Personalized attention to ensure effective learning
- Networking opportunities
- Placement assistance
Why Pursue a Data Science Course in Pune – For Beginners and Existing Professionals
The course benefits both in various ways.
So, for instance, if you are a beginner switching from a non-technical role, a well-structured and delivered data science course can help you;
- Achieve a clear learning path
- Avoid analysis paralysis!
- Open up new career opportunities
- Build a broad and diverse portfolio
Professionals looking to level up their skills can benefit in the following ways;
- Move to more impactful roles like ML engineer, data scientist, or data analyst
- Collaborate with other teams more productively
- Qualify for promotions into bigger leadership roles
- Potentially augment your salary
Final Words!
So, with everything you’ve read just now, you must be excited to begin or switch to a career in data science! At Ethan’s Tech, we too are just as eager to shape your career. So, join our data science course in Pune and benefit from our comprehensive course and its offerings as mentioned above. Call us at +91 95133 92223 to connect with our experts and seek answers to the questions you may have about this course and its value.
