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Your Personalized Learning Path
Foundation: Mathematics & Python
Build essential skills with interactive exercises - 2 weeks
Machine Learning Fundamentals
Master core ML concepts with hands-on projects - 4 weeks
Deep Learning & Neural Networks
Dive into advanced architectures - 6 weeks
Generative AI & LLMs
Work with ChatGPT, Claude, and cutting-edge models - 4 weeks
Deploy Your First AI Application
Build and ship a real-world solution - 2 weeks
Start Strong: Foundation Courses
Machine Learning Specialization
Andrew Ng's legendary ML course - the gold standard for AI education
What you'll master: Supervised/Unsupervised Learning, Neural Networks, Decision Trees
Start Learning TodayCS50's AI with Python
Harvard's rigorous introduction - learn to think like an AI engineer
Key skills: Graph search, Classification, Optimization, Reinforcement Learning
Enroll NowMathematics for ML
Don't let math hold you back - master the essentials in weeks
Core concepts: Linear Algebra, Calculus, Probability, Statistics
Build FoundationLevel Up: Advanced & Generative AI
MIT 6.S191: Deep Learning
MIT's intensive bootcamp - learn what the best engineers know
Hot topics: Deep Learning, Computer Vision, NLP, Generative AI
Watch LecturesFoundation Models & GenAI
MIT's cutting-edge GenAI course (6.S087)
Master: ChatGPT, Stable Diffusion, DALL-E, GANs, Diffusion Models
Access CourseStanford AI Professional Program
Stanford's comprehensive certification - join the AI elite
Advanced: ML, Deep Learning, NLP, Generative Language Models
Learn MoreCMU GenAI & LLMs Certificate
Carnegie Mellon's graduate certificate for GenAI experts
Build expertise in: LLM Applications, Scalable Systems, Multimodal ML
Apply NowUC Berkeley ML & AI Certificate
Professional certificate with strong GenAI focus
Learn: Deep Neural Networks, NLP, ChatGPT Analysis, Image Generators
Explore ProgramOxford AI: GenAI, Cloud & MLOps
Design and deploy autonomous AI agents at scale
Master: Llama 3, LangChain, OpenAI/GPT, Prompt Engineering, RAG
Join CourseLead with AI: Business & Strategy
AI For Everyone
Andrew Ng's non-technical guide - understand AI to lead transformation
Learn: AI Strategy, Data Ethics, Business Applications
Start TodayAI For Business (Wharton)
UPenn's business-focused AI specialization
Topics: AI Personalization, GenAI Strategy, HR Tech
EnrollApplied GenAI for Digital Transformation
MIT's executive program for C-suite leaders
Transform with: GenAI Tools, Prompt Engineering, Ethical AI
Transform Your OrgNo Budget? No Problem - Premium Free Resources
Fast.ai Practical Deep Learning
Learn by building - create real AI applications from week one
Build with: Deep Learning, Computer Vision, NLP, PyTorch
Start BuildingGoogle AI Essentials
Hands-on GenAI with Google's cutting-edge tools
Master: Generative AI, Effective Prompting, Gemini
Learn with GoogleCS229 Machine Learning (Stanford)
Stanford's legendary ML course - completely free online
Deep dive: Linear Regression, SVMs, Unsupervised Learning, RL
Watch LecturesLearn from the Best: AI Visionaries & Builders
Building AI products, rapid evolution, product philosophy
Watch InterviewDeep, from-scratch explanations of neural networks and LLMs
YouTube ChannelAI alignment, prompt engineering philosophy, ethics
Learn MoreMultimodal models, proactive AI assistants, future of coding
Listen to PodcastStay Ahead: Essential AI Podcasts
Latent Space: The AI Engineer Podcast
Foundation models, code generation, AI agents from top founders
ListenResearch & Insights: Where Breakthroughs Happen
Practice Makes Perfect: Hands-On Platforms
OpenAI Academy
Official guides from OpenAI on using GPT models
Master: GPT-4, ChatGPT, DALL-E, API Usage
Start LearningAnthropic Academy
Learn Claude and AI safety from Anthropic
Topics: Claude, Constitutional AI, Prompt Engineering
Explore ClaudeHugging Face Course
Free NLP course using Transformers library
Build: Transformers, Fine-tuning, Model Deployment
Start CourseMaster the Future: AI Agent Development
Learn to build autonomous AI systems that think, plan, and execute tasks independently
Multi-AI Agent Systems with crewAI
Build teams of AI agents that collaborate to solve complex problems
Learn: Multi-agent patterns, crewAI basics, applied workflows
Start Building AgentsAI Agents in LangGraph
Master controllable agent flows with LangGraph
Topics: Agent architecture, LangGraph flows, state management
Learn LangGraphIntroduction to LangGraph
Comprehensive 6-hour course on agentic & multi-agent apps
Master: LangGraph foundations, 54 lessons, practical examples
Access AcademyAI Agents for Beginners
Microsoft's 12-lesson journey into AI agents
Learn: Agent fundamentals, samples, self-paced learning
Start LearningBuilding Agentic RAG with LlamaIndex
Combine RAG with agent capabilities for intelligent retrieval
Build: Agentic RAG, tool use, reasoning, decision-making
Build Smart RAGLLMs as Operating Systems: Agent Memory
Advanced concepts in agent memory and context management
Topics: MemGPT concepts, persistent memory, context windows
Master MemoryServerless Agentic Workflows
Deploy production-ready agents on AWS Bedrock
Deploy: Agents with tools, code execution, guardrails, serverless
Deploy AgentsPractical Multi-AI Agents & Advanced Use Cases
Industry applications with planning, lead scoring, content at scale
Build: Production agents, real-world use cases, scalable systems
Advanced AgentsHow to Build Advanced AI Agents
freeCodeCamp's 3-part workshop on multi-agent workflows
Tools: LiveKit, Exa, LangChain, practical examples
Watch WorkshopBuilding AI Agents & RAG Without Coding
No-code approach to building intelligent agents
Build: No-code agents, RAG, JSON output, local models
No-Code AgentsBuilding Agentic AI Apps with W&B Weave
Agent operations, tracing, evaluation, and monitoring
Learn: Agent ops, debugging, monitoring production agents
Watch WebinarEngineering Excellence: Prompt & Context Mastery
Foundations of Prompt Engineering
AWS's comprehensive guide to prompt engineering best practices
Master: Zero/few-shot, CoT, advanced techniques
Master PromptingGenerative AI for Beginners
Microsoft's 21-lesson comprehensive GenAI course
Learn: Prompts, lifecycle, security, LLMOps
Start CourseContext Engineering: A Guide With Examples
DataCamp's guide to context optimization
Topics: Context failures, mitigation, practical examples
Read GuideGo Deep: Build LLMs from Scratch
Understand the architecture and training of large language models by building your own
Code an LLM From Scratch - Theory to RLHF
6-hour complete walkthrough from theory to alignment
Build: PyTorch, transformers, alignment, RLHF
Build Your LLMBuild a Large Language Model (From Scratch)
Sebastian Raschka's 48-part live-coding video series
Learn: Chapter-by-chapter coding, full LLM stack
Watch SeriesBuilding LLMs from the Ground Up
3-hour intensive coding workshop by Raschka
Code: Implement, train, and use LLMs hands-on
Join WorkshopThe LLM Course
Complete roadmap with Colab notebooks for end-to-end LLM apps
Build: Roadmaps, notebooks, production LLMs
Access CourseHugging Face LLM Course
Master the HuggingFace ecosystem for LLMs
Topics: HF ecosystem, transformers, tokenizers, inference
Start LearningProduction Ready: LLM Evaluation & Operations
LLM Evaluation with Opik
Comprehensive course on LLM evaluation and monitoring
Master: LLM-as-judge, metrics, monitoring, ops
Learn EvaluationEngineer's Framework for LLM & RAG Evaluation
Best practices for evaluating LLM systems in production
Learn: Heuristics, similarity, LLM judges, Opik usage
Read FrameworkDon't Get Left Behind in the AI Revolution
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