Aslam Shaik's starred repositories
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
mlops-course
Learn how to design, develop, deploy and iterate on production-grade ML applications.
MEDIUM_NoteBook
Repository containing notebooks of my posts on Medium
fastai_deeplearn_part1
Notes for Fastai Deep Learning Course
pytorch-original-transformer
My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.
cs329s-ml-deployment-tutorial
Code and files to go along with CS329s machine learning model deployment tutorial.
machine-learning-with-python-cookbook-notes
(Part of) Chris Albon's Machine Learning with Python Cookbook in .ipynb form
100-Days-Of-ML-Code
100 Days of ML Coding
awesome-mlops
A curated list of references for MLOps
best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
euroscipy-numpy-tutorial
Introduction to NumPy arrays
machine-learning-with-python-cookbook-notes
(Part of) Chris Albon's Machine Learning with Python Cookbook in .ipynb form
ml-design-patterns
Source code accompanying O'Reilly book: Machine Learning Design Patterns
mlbookcamp-code
The code from the Machine Learning Bookcamp book
mlday-tokyo
Colabs for ML Day Tokyo
notebooks-1
Interactive Jupyter Notebooks for learning materials
Practical-Deep-Learning-Book
Official code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge
Predict_Transactions
A predictive model to forecast sales using historical transaction data.
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
python-for-econometrics-statistics-data-analysis
Code from "Introduction to Python for Econometrics, Statistics and Data Analysis" by Kevin Sheppard
pytorchTutorial
PyTorch Tutorials from my YouTube channel
reprodl2021
Host repository for the "Reproducible Deep Learning" PhD course
scientific-python-lectures
Lectures on scientific computing with python, as IPython notebooks.
tensorflow-deep-learning
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
tensorflow-for-ict-applications
Notebooks for the PhD course on TensorFlow
video-explainer-notebooks
Jupyter notebooks from my YouTube series: Python standard library video explainer
credit-card-fraud
simple examle using synthetic data