Shyam Sundar's Projects
The repo of Street View Image, Pose, and 3D Cities Dataset. Used in "Generic 3D Representation via Pose Estimation and Matching", ECCV16
LeetCode Premium Advanced SQL 50 List- Solved 50/50 problems
Roadmap to becoming an Artificial Intelligence Expert in 2022
data science tools and techniques
This repository contains LeetCode articles which are very useful during the interview preparation.
setup
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.
DHS 2023 LLM Workshop by Sourab Mangrulkar
Compilation of resources and insights that helped me on my journey to data scientist
12 Lessons, Get Started Building with Generative AI š https://microsoft.github.io/generative-ai-for-beginners/
A robot powered training repository :robot:
A collection of scientific methods, processes, algorithms, and systems to build stories & models. This roadmap contains 16 Chapters, whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI
š
Collection of Kaggle Solutions and Ideas š
Leaked GPTs Prompts Bypass the 25 message limit or to try out GPTs without a Plus subscription.
Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
Build a LSTM encoder-decoder using PyTorch to make sequence-to-sequence prediction for time series data
Learn how to design, develop, deploy and iterate on production-grade ML applications.
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all