Find the perfect Python IDE for your data science needs in 2025. Compare features, benefits, and performance to make an informed and confident choice.
if you think any free data science book is not included in the below-given list, Please share it with us on any of our social media accounts (@TheInsaneApp).The list is very big. So, We recommend you to check the Table Of Contents first and go through all the book titles....
It is well-integrated with Python console and IPython Notebook. Pros: It is the smarter Python IDE with a great supportive community. It performs brilliantly for editing, debugging, and running. Cons: It requires a bit of tweaking of default settings to match with your project activities. It...
“In this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch. If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core...
1. Data Science from Scratch: First Principles with Python by Joel Grus Data Science from Scratch is a perfect book for beginners. After the successful first edition of the book, Joel Grus introduced a revised edition that covers the basics of data science using the Python 3 programming languag...
Learn advanced Python features, like the collections module and how to work with timestamps Understand complex topics, like decorators Get an understanding of how to create GUIs in the Jupyter Notebook system Learn to use Object Oriented Programming with classes Understand how to use both the Jupy...
Stream data processing essentiality The "next" generation of data processing. Suggested to get a good grasp of the subject from the "Streaming Systems" book and then dive deep into a specific tool like Kafka, Spark, Flink, etc. Streaming Systems: The What, Where, When, and How of Large...
In short, one of the best Python tools for code collaboration. If you want to learn Python coding with Jupytor notebook, Andrei Negaoi'sComplete Python Developer: Zero to Masterycourse on Udemy is a great resource. best python tool for collaboration ...
Programming for Data Science with Python– Covers Python, Numpy & Pandas, SQL, Git & GitHub Data Engineer– Covers Data Modeling, Data Pipelines, Data Lakes, Spark, Airflow SQL– Covers SQL, PostgreSQL, JOINs, Subqueries, Window Functions, Partitions, Data Cleaning, DDL, DML, Relational and ...
Probably the best curated list of data science software in Python. - krzjoa/awesome-python-data-science