Best Resources to Learn Python
Best Python Resources
- Learn Python the Hard Way
- Python Practice Book — Python Practice Book
- Making Games with Python & Pygame
- Python Programming Tutorials
- Jupyter Notebook Viewer
- nbviewer
- Jupyter Notebook Viewer
- Complete-Python-Bootcamp/Solution Links.md at master
- Learning Python – The Hitchhiker’s Guide to Python
- The Python Standard Library – Python 3.7.2 documentation
- Complete Python Bootcamp: Go from zero to hero in Python 3 - Udemy
- Welcome to Python for you and me
- Problem Solving with Algorithms and Data Structures using Python
- CodingBat Python
- GuiProgramming – Python Wiki
- The 10 most popular coding challenge websites for 2017
- Learn Python – Free Interactive Python Tutorial
- Welcome to Python.org
- Built-in Functions — Python 3.7.3 documentation
- Hello, World! – Learn Python – Free Interactive Python Tutorial
- The Python Tutorial — Python 3.7.3 documentation
- Quick Guide to Boosting Algorithms in Machine Learning
- Analytics Community - Analytics Discussions - Big Data Discussion
- Learn Python – Python Tutorials – DataFlair
Best Numpy Resources
- arrays – What are the advantages of NumPy over regular Python lists? – Stack Overflow
- python – Why are NumPy arrays so fast? – Stack Overflow
- Numpy and Scipy Documentation – Numpy and Scipy documentation
- NumPy – NumPy
- Overview – NumPy v1.16 Manual
Best Pandas Resources
- pandas
- DataFrame – pandas 0.24.2 documentation
- Merge, join, and concatenate — pandas 0.24.2 documentation
- Series – pandas 0.24.2 documentation
- Binomial Probability Calculator
- Series – pandas 0.24.2 documentation
- Reshaping in Pandas – Pivot, Pivot-Table, Stack and Unstack explained with Pictures – Python / C++
- Counting and Basic Frequency Plots – Python
Python Visualization Resources
- Seaborn
- rougier/matplotlib-tutorial: Matplotlib tutorial for beginner
- A step-by-step guide for creating advanced Python data visualizations with Seaborn / Matplotlib
- Pyplot tutorial — Matplotlib 2.0.2 documentation
- Top 28 Cheat Sheets for Machine Learning, Data Science, Probability, SQL & Big Data
Other Resources
- Contests - Analytics Vidhya
- Working With Text Data — scikit-learn 0.20.3 documentation
- Python RegEx
- Python Regex: re.match(), re.search(), re.findall() with Example
- FakeNewsDetection/FakeBuster: Fake News Detection with Machine Learning
Websites to learn Python
- https://interactivepython.org
- https://inventwithpython.com
- https://numpy.org
- https://pandas.pydata.org
- https://analyticsvidhya.com
- https://anandology.com
- https://blogs.baruch.cuny.edu
- https://codingbat.com
- https://data-flair.training
- https://datahack.analyticsvidhya.com
- https://docs.python.org
- https://docs.python-guide.org
- https://docs.scipy.org
- https://etav.github.io
- https://freecodecamp.org
- https://github.com
- https://guru99.com
- https://learnpython.org
- https://learnpythonthehardway.org
- https://matplotlib.org
- https://nbviewer.jupyter.org
- https://pandas.pydata.org
- https://pymbook.readthedocs.io
- https://python.org
- https://pythonprogramming.net
- https://scikit-learn.org
- https://seaborn.pydata.org
- https://stackoverflow.com
- https://stattrek.com
- https://towardsdatascience.com
- https://udemy.com
- https://w3schools.com
- https://wiki.python.org
You may also enjoy
- Applications of GenAI - October 22, 2024
- Understanding Jekyll Framework - October 21, 2024
- Introduction to Container Registry - October 20, 2024
- AI/ML with Oracle Cloud - October 19, 2024
- SEO Keyword Planning - October 18, 2024
- Understanding HTML Templating with Python, Ruby, and PHP - October 17, 2024
- Exploring Synthetic Data Generation Capabilities - October 16, 2024
- Exploring SQL and GraphQL Commands - October 15, 2024
- Exploring Python Package Manager - October 14, 2024
- Understanding Linux Distributions - October 13, 2024
- Exploring Google Firebase - October 12, 2024
- What is Bundler? - October 11, 2024
- Exploring Dense Embedding Models in AI - October 04, 2024
- Introduction to Perplexity AI - October 04, 2024
- Mastering Git: Comprehensive Guide to Git Commands - October 04, 2024
- Selecting Database for Project - October 04, 2024
- Exploring Apache Hive - October 04, 2024
- Machine Learning Key Concepts - October 03, 2024
- Exploring Docker and VS Code Integration - October 02, 2024
- Automated Machine Learning - October 01, 2024
- Python Code Snippnet from Colab - September 30, 2024
- Everything About Developer Console - September 29, 2024
- Navigating Google Cloud Security: Key Components, Roles, and Best Practices - September 28, 2024
- Building AI-Powered Flutter Apps: Best Practices for Folder Structure - September 27, 2024
- Python Project Folders and Files - September 26, 2024
- GenAI Capabilities from AWS, Azure and GCP - September 25, 2024
- Exploring Ollama & LM Studio - September 18, 2024
- Exploring Github - September 17, 2024
- What is Package Manager? - August 29, 2024
- Tensorflow GPU Setup on Local Machine - August 28, 2024
- All About AI Hype - August 27, 2024
- Variations of Language Model in Huggingface - August 22, 2024
- MLOps Tools - August 13, 2024
- Programming Resources - August 12, 2024
- AI Usecases in Cybersecurity - August 07, 2024
- Open Source vs Closed Source AI - August 06, 2024
- How Much Memory Needed for LLM - August 05, 2024
- LLM Skills and Human Skills - August 04, 2024
- LLM Security and Ethics Considerations - August 02, 2024
- Why to Finetune LLM? - July 28, 2024
- What is Unicode and how does it works? - July 27, 2024
- Stanford Alpaca - July 27, 2024
- Understanding LLM GAN and Transformers - July 26, 2024
- Transformers Demystified A Step-by-Step Guide - July 25, 2024
- Dimensionality Reduction and Visualization - July 24, 2024
- Serverless databases - July 23, 2024
- AI in Health Care - July 22, 2024
- All about Hashing - July 11, 2024
- Creating Docker Image - July 10, 2024
- REST API - July 04, 2024
- NLP BenchMarks - July 03, 2024
- Decoding Windows User Folder - June 30, 2024
- Decoding pip install operations - June 29, 2024
- Decoding docker commands - June 28, 2024
- Manamath Nath - Ramayana Corpus - January 12, 2024
- KM Ganguli Mahabharat Corpus - January 07, 2024
- AI Usecases in Government - January 03, 2024
- AI in School Education - January 02, 2024
- Data Science and Basics of Astrology - December 27, 2023
- Summary of Life Changing Selfhelp Books - December 04, 2023
- Empowering Language with AI NLP Capabilities - November 18, 2023
- Topic Modeling with BERT - November 13, 2023
- Graph of Thoughts - November 11, 2023
- Basics of Word Embedding - November 11, 2023
- My Journey from Master to PhD in Data Science and AI - November 08, 2023
- Compressing Large Language Model - November 07, 2023
- LaTeX Capabilities - November 06, 2023
- What is Pinecone - September 03, 2023
- ML Model Development Framework - September 02, 2023
- ML Model Respository from Pinto0309 - September 01, 2023
- Python APIs for Data - August 28, 2023
- Distances in Machine Learning - August 27, 2023
- Paper with Code Resources - August 22, 2023
- Important AI Paper List - August 22, 2023
- Machine Learning Metrics - August 21, 2023
- Comprehensive Glossary of LLM, Deep Learning, NLP, and CV Terminology - August 21, 2023
- Paper-Summary- A Survey Paper# Pretrained Language Models for Text Generation - August 18, 2023
- What is LLM - August 18, 2023
- How to do Literature Review - August 17, 2023
- NLP Tasks - August 15, 2023
- SQL and Relational Algebra - August 14, 2023
- Types of Questions - August 11, 2023
- Google Cloud APIs - July 28, 2023
- Model Tuning with VertexAI - July 24, 2023
- Introduction to Prompt Engineering - July 24, 2023
- Database and Analytics Product Services from Google Azure AWS - July 21, 2023
- AI Product and Services from Google, Azure and AWS - July 20, 2023
- Introduction to ML Model Deployment - July 19, 2023
- AWS SageMaker Jumpstart Models - July 18, 2023
- Major LLM Developers Shaping the AI Landscape - July 15, 2023
- Python Decorator Function - July 15, 2023
- Embedding with FastText - July 15, 2023
- Python Naming Convention - July 11, 2023
- Sorting Algorithm A Summary - July 10, 2023
- What is CAPTCHA? - July 03, 2023
- What is GAN Architecture? - July 03, 2023
- A Guide to Model Fine Tuning with OpenAI API - July 02, 2023
- Capabilities of AI Transformers - July 01, 2023
- Model Garden of VertexAI - June 21, 2023
- Demystifying DevOps, MLOps, and DataOps - June 08, 2023
- All Resources to Learn Data Science - June 08, 2023
- A Comprehensive Guide to 210+ AWS Services - June 06, 2023
- Unlocking the Power of Azure- Exploring 300+ Cloud Services and Their Purposes - June 06, 2023
- Google Cloud Service Catalog - A Comprehensive Overview of 250+ Google Cloud Services - June 05, 2023
- Unraveling the Google Web - Exploring the Purpose of Google's Websites - June 04, 2023
- God Fathers of AI - May 05, 2023
- Business Usecases of GPT - May 03, 2023
- The Interconnectedness of Life and Data - May 01, 2023
- Types of Machine Learning - April 27, 2023
- Linux OS Directories - April 26, 2023
- Types of Technologies - February 24, 2023
- Cognitive Biases - February 22, 2023
- Podcast Lex Fridman Sam Harris Consciousness Free Will Psychedelics - February 07, 2023
- Books on Conciousness - February 06, 2023
- Responsible AI - February 03, 2023
- Cost Functions and Optimizers in Machine Learning - February 01, 2023
- Application of AI in BFSI - January 28, 2023
- GPU for Data Science Work - January 26, 2023
- Type of Databases - January 25, 2023
- Data Lake vs Data Warehouse vs Data Mart - January 25, 2023
- AI Usecases in Agriculture Industry - January 23, 2023
- AI Use Cases in Food Processing - January 22, 2023
- Will AI Replace Human? - January 19, 2023
- What is GAN? - January 17, 2023
- Introduction to Neural Network - January 17, 2023
- Timeseries Interview Questions - January 08, 2023
- Linear Regression Interview Questions - January 07, 2023
- Statistics Interview Question for Data Scientist - January 06, 2023
- GPT Usecases - January 05, 2023
- ChatGPT Usecases - January 04, 2023
- AI in Energy Management - January 02, 2023
- What is Computer Vision - December 28, 2022
- The Science of Reasoning - December 21, 2022
- What is NLP? - December 19, 2022
- Book Review - Data Science in Marketing Analysis - October 26, 2022
- Domain Knowledge in Machine Learning - October 15, 2022
- Data Science/AI Projects Project Ideas - October 06, 2022
- Confusion Matrix Bayesian Theorem - August 22, 2022
- Data Science, AI, ML, eBooks, PDF Books - July 20, 2022
- Data Science Cheatsheets - July 03, 2022
- Python Software Development and Distribution - September 30, 2021
- 300 Important Statistical Terms - September 29, 2021
- Folder Structure for ML Project - September 20, 2021
- Generalized AI Model for Prediction - September 17, 2021
- 20 Reasons Why AI Project Fails - August 20, 2021
- What Are Transformers in AI - August 03, 2021
- Github Repos for Data Science - July 22, 2021
- AI ML Resources from My Diary - July 21, 2021
- Basic Statistics for Data Science - July 18, 2021
- Data Scientists and AI, ML Researchers - July 17, 2021
- Navigating the Data Landscape: Exploring Data Sources, Databases, and ETL Tools for Machine Learning Projects - July 16, 2021
- Datasets - July 15, 2021
- Machine Learning Tasks and Model Evaluation - July 14, 2021
- Machine Learning Framework, Library, Tools - July 13, 2021
- My Daily Tools - July 12, 2021
- AI, ML, DL Blogs Sites - July 12, 2021
- My Favorite Chrome Extensions - July 11, 2021
- Best Resources to Learn Python - July 10, 2021
- AI, ML, Deep Learning, NLP Conferences & Journals - July 08, 2021
- Best YouTube Channels to Learn Data Science - July 07, 2021
- High School Maths for Data Science - July 06, 2021
- Important AI Research Papers - July 05, 2021
- Mathematics for Data Scientist - July 04, 2021
- How Naive Bayes Classifier Works - March 31, 2021
- Top 10 Technologies of Future - March 04, 2021
- EDA & Feature Engineering 101 - August 24, 2020
- DS, AI, ML Online Course, Tutorial, Videos - July 02, 2020
- Data Science Interview Question Answers - July 02, 2020
- Reinforcement Learning Git Repositories - July 01, 2020
- What is XAI? - May 15, 2020
- 100+ High Level AI Usecases - May 02, 2020
- Dealing with Sensitive Data - March 10, 2020