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6 changes: 3 additions & 3 deletions README.md
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Expand Up @@ -143,7 +143,7 @@ The goal of this level is to learn the core machine learning concepts and algori
The goal of this level is to get you introduced to the practical side of machine learning. What you learn at this level would really help you out there in the wild.

1. #### Data Acquisition (Est. time - 2 Days)
1. Web Scraping - https://www.youtube.com/watch?v=8NOdgjC1988
1. Web Scraping -
* Project - Create a Pandas dataframe of Indian cuisines from some website using web scraping.
2. Fetch data from API - https://www.youtube.com/watch?v=roTZJaxjnJc
* Project - Create a Pandas dataframe of movies from TMDB API.
Expand Down Expand Up @@ -256,7 +256,7 @@ This is the level where you would dive into different domains of Machine Learnin
5. Building a Chatbot - https://www.youtube.com/watch?v=Nb21OhaW8GY
9. #### Time Series(Coming Soon)
10. #### Computer Vision(Coming Soon)
11. #### Fundamentals of Neural Network - https://www.youtube.com/playlist?list=PLKnIA16_RmvYuZauWaPlRTC54KxSNLtNn
11. #### Fundamentals of Neural Network -


## 5. Pushing it with Projects (Est. time 6-8 Weeks)
Expand All @@ -279,6 +279,6 @@ The objective of this level is to sharpen your knowledge that you have accumulat
15. Gold Price Prediction - https://www.youtube.com/watch?v=9ffkBvh8PTQ
16. Handwriting Classifier - https://www.youtube.com/watch?v=1B3YIkyPNk0
17. Flight Fare Prediction - https://www.youtube.com/watch?v=y4EMEpEnElQ
18. Link for 500+ ML+DL projects - https://github.com/ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
18. Link for 500+ ML+DL projects - httphttps://www.youtube.com/playlist?list=PLKnIA16_RmvYuZauWaPlRTC54KxSNLtNns://github.com/ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code