Mathematical Foundations of Machine Learning

Essential Linear Algebra and Calculus Hands-On in NumPy, TensorFlow, and PyTorch
Essential Linear Algebra and Calculus Hands-On in NumPy, TensorFlow, and PyTorch
Master AI with an Expert: Automate Workflows, Build 12 Real-World Projects, & Unlock AI Agents, ChatGPT & CoPilot!
Master the 4 domains of the IAPP AIGP certification exam with 20+ hours of on-demand video.
Learn to create Machine Learning Algorithms in Python and R from two Data Science experts. Code templates included.
Learn How to Apply Google Cloud Vertex AI Machine Learning Products for your own ML Application Training & Prediction
Understand DeepSeek AI fundamentals, use DeepSeek-V3 and R1 models, run models offline, access the DeepSeek API.
Everything you need to develop great object oriented software. Classes, objects, polymorphism, SOLID, Design Patterns
Master Local AI Development: Deploy LLMs, Build Applications & Create AI Tools Using DeepSeek R1, Ollama & Python
Understand, Evaluate & Test RAG - LLM's (AI based Systems) from Scratch using RAGAS-Python-Pytest Framework
Learn how to build automated CI / CD workflows with GitHub's DevOps service.
Master the essentials and the tricky bits: rebasing, squashing, stashing, reflogs, blobs, trees, & more!
Master Node JS & Deno.js, build REST APIs with Node.js, GraphQL APIs, add Authentication, use MongoDB, SQL & much more!