Prodramp Courses

Machine Learning with DataRobot AI Cloud Platform

1 rating

Comprehensive tutorial on DataRobot AI Cloud Platform, covering machine learning model building, evaluation, and deployment. Explores key features like AutoML, bias detection, and model optimization.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

OpenAI Whisper - Translate and Transcribe Your Video and Audio at Command Line

1 rating

Comprehensive walkthrough of OpenAI Whisper for multilingual speech recognition, translation, and transcription using command-line interface, with practical demonstrations across various audio formats.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Audio Processing in Python with Feature Extraction for Machine Learning

1 rating

Learn audio processing in Python using librosa for feature extraction, beat detection, and spectral analysis. Explore practical techniques for music information retrieval and machine learning applications.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

Mastering Visual Studio Code - Part 3: Setup, Plugins, and Configuration

Explore VS Code setup, plugins, configuration, and GitHub repo management for efficient software development.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Mastering GitHub: Setup, Repositories, and Developer Tokens - Part 2

Explore GitHub setup, repo creation, cloning, and token management in this unscripted guide for software engineers. Gain practical insights into essential GitHub workflows.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Setting Up Your Development Machine - Part 1

Set up a MacBook for software development with essential tools like Brew, iTerm2, zshell, and Anaconda. Learn to configure Python using Conda for a robust programming environment.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

PyCharm IDE Setup for Python Development - Part 4

Configure PyCharm IDE with Anaconda, set up GitHub repos, and optimize your Python development environment for efficient coding.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Code, Install, Test, Debug, Log and Troubleshoot Your First MCP Server in Python

Learn to set up an MCP server in Python with step-by-step guidance on installation, coding, debugging, and integration with Claude Desktop through practical applications like number addition, Zoom functionality, and PDF searching.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

Thematic and Dynamic Landing Page Coding in React with AI - VibeCoding

Master React landing page development using Cursor AI to generate themed components with dark styling, animations, and proper UI design through effective prompting and image-based guidance.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

Creating Agentic AI Code with Claude for Stock Reports

Learn how to create agentic AI code with Claude to generate in-depth stock reports similar to Manus AI, including Python code development, web search integration, and HTML report generation.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

The Internals of Manus AI: How End-to-End Automation Works in Agentic AI

Explore Manus AI's end-to-end automation capabilities through practical demonstrations of stock analysis and competitor research, comparing its agentic functionality with other AI tools like Claude and Perplexity.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

React Foundation Template with Vite and Chakra UI - VibeCoding in Cursor AI

Discover how to craft effective prompts in Cursor IDE to generate a React foundation template with Vite and Chakra UI, from setup to creating menus, routes, and a landing page with login functionality.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

From Widget UI to Full React Code - VibeCoding with Claude AI

Discover how to generate complete React code for a widget-based UI using Claude AI, from initial prompts and a single image to a fully functional Flowise UI with dynamic floating widgets and component connections.

• YouTube
• 42 minutes
• Self-Paced
• Free Video

Bringing LLM to the Enterprise - Training From Scratch or Just Fine-Tune With Cerebras-GPT

Learn to leverage Cerebras-GPT for enterprise LLM deployment, covering training from scratch, fine-tuning, and cost considerations. Explore open-source frameworks and compute-optimal models for efficient implementation.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Whiteboarding - Large Language Model Tech Stack

Explore the LLM tech stack, covering API-accessible and open-source models. Learn about ChatGLM-6B and gain insights into self-hosting options for large language models.

• YouTube
• 20 minutes
• Self-Paced
• Free Video