Simran Anand's repositories
Budget-Management-and-Chart-Analyzing-System
This is a web application created using HTML,CSS, JavaScript, Bootstrap 4, JSON, PHP, MySQL, chart.js and other JavaScript libraries. It manages the budget of a person by helping him/her to keep a record of the expenditure. It incorporates To-Do expense list tracker, Visual data analyzer of budget and a budget management system.
CSE-Insights-by-Simran-Anand-YouTube-Videos
A repository consisting of YouTube videos on my channel: CSE Insights by Simran Anand
LLM-Finetuning
LLM Finetuning with peft
llm_recipes
A set of scripts and notebooks on LLM finetunning and dataset creation
pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
studio-lab-examples
Example notebooks for working with SageMaker Studio Lab. Sign up for an account at the link below!
awesome-llm-apps
Collection of awesome LLM apps with RAG using OpenAI, Anthropic, Gemini and opensource models.
Best-websites-a-programmer-should-visit
:link: Some useful websites for programmers.
computer-science
:mortar_board: Path to a free self-taught education in Computer Science!
Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
data-science-portfolio
All my data science projects in one place! โจ๐จ๐ปโ๐ป
devops-exercises
Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions
Get-Things-Done-with-Prompt-Engineering-and-LangChain
LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM for chat with PDF files, cryptocurrency tweets sentiment analysis.
Getting-Started-with-Generative-AI
A curated list of articles and tutorials to start with and understand generative AI
hands-on-llms
๐ฆ ๐๐ฒ๐ฎ๐ฟ๐ป about ๐๐๐ ๐, ๐๐๐ ๐ข๐ฝ๐, and ๐๐ฒ๐ฐ๐๐ผ๐ฟ ๐๐๐ for free by designing, training, and deploying a real-time financial advisor LLM system ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + ๐ท๐ช๐ฅ๐ฆ๐ฐ & ๐ณ๐ฆ๐ข๐ฅ๐ช๐ฏ๐จ ๐ฎ๐ข๐ต๐ฆ๐ณ๐ช๐ข๐ญ๐ด
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
LLM-PlayLab
This playlab encompasses a multitude of projects crafted through the utilization of Large Language Models, showcasing the versatility and impact of these models across various applications.
openai-cookbook
Examples and guides for using the OpenAI API
public-apis
A collective list of free APIs
spring-framework
Spring Framework
wandb
๐ฅ A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
wandb-examples
Example deep learning projects that use wandb's features.