Data Science for free

 Online Platforms for Data Science

Feeling daunted, after knowing the syllabus of Data Science . When i start learning i don't know which one to fallow (Online platforms) because there are several lectures available on online learning platforms. I think any beginner will face these circumstances, which is obscure for many.

                                                                                                                                                                                                    

Here the antidote that will extricate all your debacles..

I found some useful lectures, videos and books etc. I will share you all those links and i will continuously update this post, when i found any useful lectures or books.

1.Statistics:

• Khan Academy  
• Statistics with practice

2.Python:

• Python for beginners

3.SQL:

• MySql_videos
• SQL Lessons

4.Data Visualization:

• Tableau Lectures

5.Machine Learning:

• Complete ML lectures in Hindi(Numpy,pandas,matplotlib,seaborn, Feature Engineering, ML)
• Machine learning
• Ensemble Learning
• 21 days of ML 

6. Deep Learning:

• Deep learning
• DL by krish naik
• Natural language processing (NLP)

7. Projects:

• Data science ( Real time projects )
• 500+ Projects (AI, ML, DL)

8. Web Interface & API design:

• HTML ( in Telugu, i think language is not a barrier )
• FLASK (Python API)
• A simple example of Model Deployment

9. Practice & Competition:

• Kaggle competition
• How to use? Kaggle interface 
• GitHub

10. R & D:

• Paperswithcode
• Huggingface
• ArXiv