Poornima Devi's starred repositories
Machine-Learning-with-Amazon-SageMaker-Cookbook
Machine Learning with Amazon SageMaker Cookbook, published by Packt
practical-nlp-code
Official Repository for Code associated with 'Practical Natural Language Processing' book by O'Reilly Media
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
ml-interviews-book
https://huyenchip.com/ml-interviews-book/
machine-learning-articles
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
MathematicalEngineeringDeepLearning
Material for The Mathematical Engineering of Deep Learning. See https://deeplearningmath.org
ML-Notebooks
:fire: Machine Learning Notebooks
ML-Course-Notes
🎓 Sharing machine learning course / lecture notes.
cs-video-courses
List of Computer Science courses with video lectures.
oop_with_python
Object-Oriented Programming concepts, with Python
Cats-Vs-Dogs-Prediction
Kaggle URL: https://www.kaggle.com/arpitjain007/dog-vs-cat-fastai
Machine-vision-based-defect-detection-in-welding-process
Implementation of automatic computer-aided identification system to recognize different types of welding defects in radiographic images which includes defect detection and classification using Deep Neural Network
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
Python-Algorithms-YouTube-Series
Here are all the scripts, well commented, from my Python Algorithms series
data-structures-algorithms-python
This tutorial playlist covers data structures and algorithms in python. Every tutorial has theory behind data structure or an algorithm, BIG O Complexity analysis and exercises that you can practice on.
C-Plus-Plus
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
algorithms
Minimal examples of data structures and algorithms in Python
ML-YouTube-Courses
📺 Discover the latest machine learning / AI courses on YouTube.
interpretable-ml-book
Book about interpretable machine learning
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
100-Days-Of-ML-Code
100 Days of ML Coding
python-for-everybody-solutions
Solutions to Python for Everybody: Exploring Data using Python 3 by Charles Severance
cracking-the-data-science-interview
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
machine-learning-cheat-sheet
Classical equations and diagrams in machine learning