Pawan Jha's repositories
gpu-optimization-workshop
Slides, notes, and materials for the workshop
code-dsa
Code DSA
awesome-system-design-resources
This repository contains System Design resources which are useful while preparing for interviews and learning Distributed Systems
Python
All Algorithms implemented in Python
must-read-papers-for-ml
Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer
data-science-interviews
Data science interview questions and answers
Deep-Learning-Book
Deep Learning book the covers the principles of deep learning, motivation, explanations, state of the art papers for the various tasks and architectures: CNNs, object detection, semantic segmentation, generative models, denoising, super resolution, style transfer and style manipulation, inpaintig, self supervised learning, vision transformers, OCR, and multi modal. Hope that it will be useful to some of you 🙂
cs-video-courses
List of Computer Science courses with video lectures.
spark-nlp-workshop
Public runnable examples of using John Snow Labs' NLP for Apache Spark.
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
DeepLearningExamples
Deep Learning Examples
bert
TensorFlow code and pre-trained models for BERT
Notes-for-FAANG
Facebook, Amazon, Apple, Netflix and Google (FAANG) Job preparation.
csl7520
Codes for CSL7520 Course
get-started-python
A Python application and tutorial that use Flask framework to provide a REST API to receive requests from the UI. The API then persists the data to a Cloudant database.
course-dp100-azure-data-scientist-associate
Brian Roehm, DP-100, Azure Data Scientist Associate
python-coding-interview
A middle-to-high level algorithm book designed with coding interview at heart!
emrQA
Code for the emrQA question answering dataset
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Data_Science_ML_DL_NLP_Interview_Qus
Data Science, Machine Learning, Deep Learning, NLP, Python & Library's cheat Sheet - Interview Questions & Notes
website-templates
150+ Website Templates
engineering-blogs
A curated list of engineering blogs
pipeline
PipelineAI Kubeflow Distribution
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
pennylane
PennyLane is a cross-platform Python library for quantum machine learning, automatic differentiation, and optimization of hybrid quantum-classical computations
mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
system_design
Preparation links and resources for system design questions