Madhav Sharma's Projects
Little More Advanced TensorFlow Implementations
:gem: A curated list of awesome Competitive Programming, Algorithm and Data Structure resources
:books: List of awesome university courses for learning Computer Science!
Frequentist and Bayesian Statistics
Provides color names and HTML/RGB mappings in various output formats.
:art: Color recognition & classification & detection on webcam stream / on video / on single image using K-Nearest Neighbors (KNN) is trained with color histogram features by OpenCV.
:mortar_board: Path to a free self-taught education in Computer Science!
Class notes for CS 131.
Code and files to go along with CS329s machine learning model deployment tutorial.
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.
:bar_chart: Path to a free self-taught education in Data Science!
Career Resources for Data Science, Machine Learning, Big Data and Business Analytics Career Repository
For extensive instructor led learning
A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.
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.