mldl.study

ML & DL roadmap with curated resources like videos, articles, research-papers, competitions, projects etc.

Stars: 181

Visit

README:

MLDL.Study 🌐

MLDL.Study is a free and interactive learning platform designed to simplify Machine Learning (ML) and Deep Learning (DL) education for students and enthusiasts. Currently focused on Indian audiences, the platform features curated roadmaps, videos, articles, and other learning materials.

Features ✨

Interactive Roadmaps: Easy-to-follow paths for ML and DL concepts
Diverse Resources: Video tutorials, articles, PDFs, and notes curated for each topic
Community Growth: Over 6000+ users

Getting Started 🚀

Prerequisites

Ensure you have the following installed:

Node.js
npm or yarn

Installation

Clone the repository:

git clone https://github.com/anshaneja5/mldl.study.git

Install dependencies:
```
npm install
```
Start the development server:
```
npm run dev
```
Open your browser and navigate to http://localhost:5173

Project Structure 📁

The content is organized into two main files:

categorizedMLContent.js - ML-related resources
categorizedDLContent.js - DL-related resources

Both files use simple JSON-like structures that anyone can contribute to.

Contributing 🤝

We welcome community contributions! Here's how you can help:

Adding New Resources

Open the relevant file (categorizedMLVideos.js or categorizedDLVideos.js)

Follow the existing structure to add your resource:

 {
     title: "Handling Missing Data | Part 1 | Complete Case Analysis",
     url: "https://youtube.com/watch?v=aUnNWZorGmk",
     articleLink:"https://www.theanalysisfactor.com/missing-data-mechanism/", //Could be any link and not just article
     articleTitle: "Missing Data Mechanism",
     notes: "NOTE: This article is a great resource to understand the different mechanisms of missing data."
},

Ensure the resource title is concise and self-explanatory

Making Changes

Create a new branch:
```
git checkout -b feature/add-resources
```

Make and commit your changes:

git add .
git commit -m "Added new resources for ML roadmap"

Push changes and create a Pull Request:
```
git push origin feature/add-resources
```

Contribution Guidelines

Ensure code is well-formatted and follows project conventions
Validate that added resources are high-quality and freely available
Keep commit messages clear and concise
Test changes locally before submitting a PR

Future Plans 🛠️

English Audience Expansion: Adding content suited for global learners
Python Programming Roadmap: A comprehensive roadmap for Python and related libraries
Generative AI and Other Fields: Roadmaps for fields like GenAI, Reinforcement Learning etc.

Contact 📫

Feel free to reach out if you have any questions:

Creator: Ansh Aneja
Email: [email protected]
LinkedIn: linkedin.com/in/anshaneja5

Thank you for contributing to MLDL Study! Your efforts make this platform better for learners worldwide. 🌟

For Tasks:

Click tags to check more tools for each tasks

For Jobs:

Alternative AI tools for mldl.study

Similar Open Source Tools

mldl.study

github

: 181

comfyui-web-viewer

The ComfyUI Web Viewer by vrch.ai is a real-time AI-generated interactive art framework that integrates realtime streaming into ComfyUI workflows. It supports keyboard control nodes, OSC control nodes, sound input nodes, and more, accessible from any device with a web browser. It enables real-time interaction with AI-generated content, ideal for interactive visual projects and enhancing ComfyUI workflows with efficient content management and display.

github

: 169

next-ai-draw-io

github

: 93

youtube_summarizer

github

: 86

Groqqle

Groqqle 2.1 is a revolutionary, free AI web search and API that instantly returns ORIGINAL content derived from source articles, websites, videos, and even foreign language sources, for ANY target market of ANY reading comprehension level! It combines the power of large language models with advanced web and news search capabilities, offering a user-friendly web interface, a robust API, and now a powerful Groqqle_web_tool for seamless integration into your projects. Developers can instantly incorporate Groqqle into their applications, providing a powerful tool for content generation, research, and analysis across various domains and languages.

github

: 129

fast-mcp

github

: 340

search_with_ai

Build your own conversation-based search with AI, a simple implementation with Node.js & Vue3. Live Demo Features: * Built-in support for LLM: OpenAI, Google, Lepton, Ollama(Free) * Built-in support for search engine: Bing, Sogou, Google, SearXNG(Free) * Customizable pretty UI interface * Support dark mode * Support mobile display * Support local LLM with Ollama * Support i18n * Support Continue Q&A with contexts.

github

: 785

WebAI-to-API

This project implements a web API that offers a unified interface to Google Gemini and Claude 3. It provides a self-hosted, lightweight, and scalable solution for accessing these AI models through a streaming API. The API supports both Claude and Gemini models, allowing users to interact with them in real-time. The project includes a user-friendly web UI for configuration and documentation, making it easy to get started and explore the capabilities of the API.

github

: 304

swift-ocr-llm-powered-pdf-to-markdown

Swift OCR is a powerful tool for extracting text from PDF files using OpenAI's GPT-4 Turbo with Vision model. It offers flexible input options, advanced OCR processing, performance optimizations, structured output, robust error handling, and scalable architecture. The tool ensures accurate text extraction, resilience against failures, and efficient handling of multiple requests.

github

: 219

Hacx-GPT

Hacx GPT is a cutting-edge AI tool developed by BlackTechX, inspired by WormGPT, designed to push the boundaries of natural language processing. It is an advanced broken AI model that facilitates seamless and powerful interactions, allowing users to ask questions and perform various tasks. The tool has been rigorously tested on platforms like Kali Linux, Termux, and Ubuntu, offering powerful AI conversations and the ability to do anything the user wants. Users can easily install and run Hacx GPT on their preferred platform to explore its vast capabilities.

github

: 102

trendFinder

Trend Finder is a tool designed to help users stay updated on trending topics on social media by collecting and analyzing posts from key influencers. It sends Slack notifications when new trends or product launches are detected, saving time, keeping users informed, and enabling quick responses to emerging opportunities. The tool features AI-powered trend analysis, social media and website monitoring, instant Slack notifications, and scheduled monitoring using cron jobs. Built with Node.js and Express.js, Trend Finder integrates with Together AI, Twitter/X API, Firecrawl, and Slack Webhooks for notifications.

github

: 2.2k

ps-fuzz

The Prompt Fuzzer is an open-source tool that helps you assess the security of your GenAI application's system prompt against various dynamic LLM-based attacks. It provides a security evaluation based on the outcome of these attack simulations, enabling you to strengthen your system prompt as needed. The Prompt Fuzzer dynamically tailors its tests to your application's unique configuration and domain. The Fuzzer also includes a Playground chat interface, giving you the chance to iteratively improve your system prompt, hardening it against a wide spectrum of generative AI attacks.

github

: 367

Vodalus-Expert-LLM-Forge

Vodalus Expert LLM Forge is a tool designed for crafting datasets and efficiently fine-tuning models using free open-source tools. It includes components for data generation, LLM interaction, RAG engine integration, model training, fine-tuning, and quantization. The tool is suitable for users at all levels and is accompanied by comprehensive documentation. Users can generate synthetic data, interact with LLMs, train models, and optimize performance for local execution. The tool provides detailed guides and instructions for setup, usage, and customization.

github

: 131

orra

Orra is a tool for building production-ready multi-agent applications that handle complex real-world interactions. It coordinates tasks across existing stack, agents, and tools run as services using intelligent reasoning. With features like smart pre-evaluated execution plans, domain grounding, durable execution, and automatic service health monitoring, Orra enables users to go fast with tools as services and revert state to handle failures. It provides real-time status tracking and webhook result delivery, making it ideal for developers looking to move beyond simple crews and agents.

github

: 155

web-ui

WebUI is a user-friendly tool built on Gradio that enhances website accessibility for AI agents. It supports various Large Language Models (LLMs) and allows custom browser integration for seamless interaction. The tool eliminates the need for re-login and authentication challenges, offering high-definition screen recording capabilities.

github

: 10.4k

WatermarkRemover-AI

WatermarkRemover-AI is an advanced application that utilizes AI models for precise watermark detection and seamless removal. It leverages Florence-2 for watermark identification and LaMA for inpainting. The tool offers both a command-line interface (CLI) and a PyQt6-based graphical user interface (GUI), making it accessible to users of all levels. It supports dual modes for processing images, advanced watermark detection, seamless inpainting, customizable output settings, real-time progress tracking, dark mode support, and efficient GPU acceleration using CUDA.

github

: 78

For similar tasks

No tools available

For similar jobs

No tools available