Riddhiman Das's repositories
1on1-questions
Mega list of 1 on 1 meeting questions compiled from a variety to sources
awesome-computer-vision
A curated list of awesome computer vision resources
Awesome-Hacking
A collection of various awesome lists for hackers, pentesters and security researchers
Bayesian-Modelling-in-Python
A python tutorial on bayesian modeling techniques (PyMC3)
data-science-ipython-notebooks
Data Science Python Notebooks: Spark, Hadoop MapReduce, HDFS, AWS, Kaggle, scikit-learn, matplotlib, pandas, NumPy, SciPy, and various command lines. https://bit.ly/data-notes
data_intern_interview
Interview questions for data internship 2016
DeepLearningProject
An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
digital_video_introduction
A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding).
dive-into-machine-learning
Dive into Machine Learning with Python Jupyter notebook and scikit-learn
easy-tensorflow
Simple and comprehensive tutorials in TensorFlow
EffectiveTensorflow
TensorFlow tutorials and best practices.
Financial-Models-Numerical-Methods
Collection of notebooks about quantitative finance, with interactive python code.
flower
Flower - A Friendly Federated Learning Framework
foundations_for_deep_learning
Building a scalable foundation for deep learning
functional-programming-jargon
Jargon from the functional programming world in simple terms!
machine-learning-for-software-engineers
A complete daily plan for studying to become a machine learning engineer.
ML-From-Scratch
Bare bones Python implementations of some of the fundamental Machine Learning models and algorithms.
practicalAI
📚A practical approach to learning machine learning.
scala_school
Lessons in the Fundamentals of Scala
stat_rethinking_2022
Statistical Rethinking course winter 2022
system-design-primer
Learn how to design large scale systems. Prep for the system design interview.
tech-interview-handbook
💯 Technical and non-technical tips for rocking your coding interview.
Technical_Book_DL
This note presents in a technical though hopefully pedagogical way the three most common forms of neural network architectures: Feedforward, Convolutional and Recurrent.
TensorFlow-Course
Simple and ready-to-use tutorials for TensorFlow
TensorFlow-Examples
TensorFlow Tutorial and Examples for beginners