https://github.com/ahmadjajja/learn_machine_learning_in_5_months
Curriculum for who want to learn machine learning.
https://github.com/ahmadjajja/learn_machine_learning_in_5_months
Last synced: 7 months ago
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Curriculum for who want to learn machine learning.
- Host: GitHub
- URL: https://github.com/ahmadjajja/learn_machine_learning_in_5_months
- Owner: Ahmadjajja
- Created: 2023-05-19T16:32:51.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2023-05-19T16:34:12.000Z (over 2 years ago)
- Last Synced: 2025-01-21T21:33:18.740Z (9 months ago)
- Size: 1000 Bytes
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Learn Machine Learning in 5 Months
## Note: If you know concepts from one course you can skip it.
# Month 1
## Week 1,2 Linear Algebra
https://www.youtube.com/watch?v=kjBOesZCoqc&index=1&list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab
## Week 3-4 Calculus
https://www.youtube.com/playlist?list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr
# Month 2
## Week 1,2,3 Statistics & Probability
https://www.youtube.com/watch?v=uuF6z0Yt2Wk&list=PLPzjifo9TUNX8UKgRBKgMGF5nYB_uEe0h
## Week 4 Scikit Learn
https://www.youtube.com/watch?v=pqNCD_5r0IU
# Month 3
## Week 1-2
### Maths for ML every Algorithm and Model
https://www.youtube.com/watch?v=xRJCOz3AfYY&list=PL2-dafEMk2A7mu0bSksCGMJEmeddU_H4D
## Week 3-4
ML Project Ideas
https://github.com/NirantK/awesome-project-ideas
# Month 4
## Week 1,2
## Machine Learning with Python: from Linear Models to Deep Learning
https://www.edx.org/course/machine-learning-with-python-from-linear-models-to-deep-learning
## Week 3,4
## Intro to TensorFlow for Deep Learning by TensorFlow
https://www.udacity.com/course/intro-to-tensorflow-for-deep-learning--ud187
# Month 5
## Week 1,2
## Deep Learning with TensorFlow
https://www.youtube.com/watch?v=tPYj3fFJGjk&t=1s
## Week 3-4
Re-implement DL projects from Siraj Raval's github
https://github.com/llSourcell?tab=repositories
OR
Solve Challenges from Kaggle
https://kaggle.com