Data analytics & data science · Course by Ravindra Bagale
Data Science Course
Data Science with Python: Complete Study Guide: From Jupyter and pandas to EDA and storytelling
A free online Data Science course for beginners: Python, Jupyter, pandas, EDA and visualisation (no ML in this course). The lessons are in simple English with Marathi phrases, and Ravindra Bagale's online and offline Data Science classes are taught in Marathi and Hindi.
Python in Jupyter, NumPy, pandas cleaning and analysis, exploratory data analysis, matplotlib and seaborn visualisation, chart storytelling and a Blinkit Maharashtra end-to-end project (fictional sample data), with practice exercises, interview questions, a cheat sheet and glossary. No machine learning in this course.
20 chapters71 concepts
Course outline
Click a chapter to see its concepts. Each concept has its own page.
Frequently asked questions
Is this Data Science course free?
Yes. All 20 chapters and 71 concept pages are free to read online, and you do not need an account.
Is the Data Science course in Marathi?
The lessons on this website are written in simple English with some Marathi phrases in the trainer's voice. In his online and offline classes, Ravindra Bagale teaches in Marathi, with some Hindi.
What does the Data Science course cover?
Python in Jupyter, NumPy, pandas cleaning and analysis, exploratory data analysis, matplotlib and seaborn visualisation, chart storytelling and a Blinkit Maharashtra end-to-end project (fictional sample data), with practice exercises, interview questions, a cheat sheet and glossary. No machine learning in this course.
Is this Data Science course for beginners?
Yes. It goes from jupyter and pandas to eda and storytelling, starting with 1. Data Science vs Data Analytics and 2. Setup: Python, Jupyter, and Packages.
Does it include machine learning?
No. This course covers Python, pandas, cleaning, EDA and visualisation only. A separate AI/ML course will come later.
Which sample data is used?
Blinkit and Amazon Now style sample data for Maharashtra cities. It is fictional and only for learning.
Are there practice and interview questions?
Yes: 17. Practice Exercises with Answer Hints and 18. Interview Questions and Answers, plus a final project: 16. End-to-End Project: Blinkit Maharashtra.
How do I join online or offline Data Science classes?
Send an enquiry on the enquiry page, or chat on WhatsApp. Ravindra Bagale runs online and offline batches for Data Science, Data Analytics, Excel and Power BI.
Join an online / offline batch — Enquire now
Ravindra Bagale runs online and offline batches for AWS Cloud, DevOps, Power BI, Excel, Data Analytics, Data Science and Cyber Security.