Jyotirm0y

Competitive-Programming-Resources-1

Competitive Programming & System Design Resources.

Machine-Learning-Assignments

These are the assignments I solved during Learning Machine Learning from AppliedAICourse.com.

approaching_almost_nlp

Approaching (Almost) Any Natural Language Processing Problem

aurelienGeron

“Hands-On Machine Learning with Scikit-Learn and TensorFlow” Excerpt From: Aurélien Géron. “Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems.” iBooks.

BERT

BERT projects

certified-gcp-cloud-engineer

Cloud-AI-Analytics

This Repo contain details related to Data Engineering tech stacks in GCP

CP-Templates

Here are my template codes for Competitive Programming with optimised implementations of various algorithms. I personally use them every day and have tested almost all of them in multiple competitive programming contests and practice problems

cpbook-code

CP4 Free Source Code Project (C++17, Java11, Python3 and OCaml)

Distill-BERT-Textgen

Research code for ACL 2020 paper: "Distilling Knowledge Learned in BERT for Text Generation".

GCP-Data-Engineering-Demo-Codes

Demo Codes will be shared here

GCPSketchnote

If you are looking to become a Google Cloud Engineer , then you are at the right place. GCPSketchnote is series where I share Google Cloud concepts in quick and easy to learn format.

generative-ai

Sample code and notebooks for Generative AI on Google Cloud

Getting-Started-with-Google-BERT

Getting Started with Google BERT, published by Packt

Hands-on-Machine-Learning-with-Scikit-Learn-Keras-and-TensorFlow

Notes & exercise solutions of Part I from the book: "Hands-On ML with Scikit-Learn, Keras & TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems" by Aurelien Geron

HealifyAI--LLM-based-Healthcare-System

Leverages extensive power of multiple Machine Learning algorithms & LLM to provide in-depth answers to medical queries and predicts condition/diseases based on patient symptoms

kattis

My journey in rediscovering Competitive Programming with the help of Competitive Programming 4 book by Steven Halim PhD, Felix Halim PhD and Suhendry Effendy Phd.

langchain

⚡ Building applications with LLMs through composability ⚡

langchain_break

lectures

Code shown in the lectures

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

LLMSurvey

The official GitHub page for the survey paper "A Survey of Large Language Models".

Machine-Learning-Engineering-for-Production-MLOps-Specialization

Assignments of "Machine Learning Engineering for Production (MLOps) Specialization" by Coursera (https://www.coursera.org/specializations/machine-learning-engineering-for-production-mlops)

machine_learning_examples

A collection of machine learning examples and tutorials.

ml-in-production

Machine Learning in Production

quest_qa_labeling

Google QUEST Q&A Labeling. Improving automated understanding of complex question answer content

scalable-machine-learning-with-apache-spark

TableNet

Unofficial implementation of "TableNet: Deep Learning model for end-to-end Table detection and Tabular data extraction from Scanned Document Images"

tez

Tez is a super-simple and lightweight Trainer for PyTorch. It also comes with many utils that you can use to tackle over 90% of deep learning projects in PyTorch.

The-Grand-Complete-Data-Science-Materials