adarshkuthuru Goto Github PK

100-days-of-ml-code

A day to day plan for this challenge. Covers both theoritical and practical aspects

adarshkuthuru.github.io

Website

ai-copilot-demo

Retrieval-Augmented Generation (RAG) using GPT-3 and Enterprise Data

alphalens

Performance analysis of predictive (alpha) stock factors

analyzing-nyc-311-service-requests

asset-pricing-replication-1

asset-pricing-replication-2

awesome-full-stack-machine-courses

Curated list of publicly accessible machine learning engineering courses from CalTech, Columbia, Berkeley, MIT, and Stanford.

awesome-python-data-science-books

Probably the best curated list of data science books in Python

azure-search-openai-demo

A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

big-data-analysis-with-scala-and-spark

Projects as part of coursework on Big Data with Scala and Spark

big_data_tutorials

A collection of tutorials on Hadoop, MapReduce, Spark, Docker

corporate-finance-paper-replications

coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks;

coursera-gan-specialization

Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai

coursera-machine-learning-engineering-for-prod-mlops-specialization

Programming assignments and quizzes from all courses within the Machine Learning Engineering for Production (MLOps) specialization offered by deeplearning.ai

coursera-natural-language-processing-specialization

Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.

customized-security-betas

data-science

Collection of useful data science topics along with articles, videos, and code

data-science-interviews

Data science interview questions and answers

data-science-ipython-notebooks

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.

deep-learning

Code from the Deep Learning Specialization Assignments run on my local machine

deploying-machine-learning-models

Code for the online course "Deployment of Machine Learning Models"

efficient_python_tricks_and_tools_for_data_scientists

Efficient Python Tricks and Tools for Data Scientists

finetuning-llama2-with-qlora

functional-programming-principles-in-scala

Coursera MOOC on the principles of functional programming and Scala

global-mutual-fund-price-and-holdings-data-cleaning

grind-75

Leetcode Solutions in Python for Grind 75

impact-of-political-regime-shifts-on-value-and-momentum

indian-mutual-fund-analysis