4 courses for AI & ML

Mechanical, chemical, aerospace, civil, and other engineers — this is your place to build up your skills with AI/ML, specific to engineering domains. There are tons of generic (bad) AI resources, but when you filter out only those that focus on our engineering problems, only a fraction remain. After publishing my book ( https://geni.us/JaXp ) on the very fundamentals of AI/ML in engineering, this curriculum builds to cover hands-on coding tutorials, fundamental concepts, state of the art developments, industry insights, and other things help engineers use AI/ML in their industry/academic work. Every week an additional item is published and added to the curriculum. Once you make a purchase here, you will be granted access to all articles on the platform within 24 hours via the email you used. This is the curriculum page here where you can view the 40+ topics covered: https://hodgesj.substack.com/

🧠 WHO THIS IS FOR 🎓 Freshers struggling to get shortlisted for Data Science / ML roles 🔁 Software Engineers / QA / Analysts trying to transition into AI/ML 📉 Professionals stuck with courses but no real, deployable projects 👉 If you want job-ready credibility, this program is for you. 1️⃣ 1:1 AI/ML CAREER ROADMAP Role-specific path: Data Scientist / ML Engineer / GenAI / MLOps Skill gap → project → interview plan 2️⃣ RESUME & LINKEDIN - SHORTLISTED AI/ML-optimized resume & cover letter ATS keyword alignment for DS / ML roles 3️⃣ REAL INDUSTRY-GRADE AI PROJECTS You don’t just learn — you build real systems. Includes: End-to-end MLOps pipelines Full-stack ML systems Tableau & Data Visualization projects 4️⃣ HIGH-IMPACT PROJECT PORTFOLIO Hands-on experience with projects like: Movie Recommendation System Credit Card Fraud Detection System LLM-powered Instagram Search Engine... 5️⃣ AI SYSTEM DESIGN & ARCHITECTURE Research documentation HLD & LLD (High-Level & Low-Level Design) How to explain architecture clearly in interviews 6️⃣ INTERVIEW MASTERY DS / ML / GenAI interview frameworks Case-based problem solving Mock interviews with direct feedback 🎁 BONUSES AI/ML Interview Question Bank Project explanation & storytelling templates Lifetime updates Disclaimer: These resources are intended for learning and interview preparation support only; results may vary based on individual effort and experience.

AI Engineer Complete Course – On-Demand Recordings 📅 35+ Sessions | Real Projects | Enterprise Ready Master the art of AI Engineering with this comprehensive, industry-grade course designed to take you from beginner to pro. These are not just theory classes – these are real, practical, hands-on sessions recorded LIVE with full code, walkthroughs, and enterprise-ready use cases. You’ll learn: Core AI & ML Concepts Tokenization, POS, Word Embeddings, TF-IDF Machine Learning from Scratch: Preprocessing, Regression, Clustering ML Metrics and Reinforcement Learning GenAI Applications Build LLM Chatbots (Text, CSV-based, Streamlit) RAG (Retrieval-Augmented Generation) Systems Tool Calling, Prompt Engineering, Output Parsers Production & Cloud Integration Azure AI Studio, Key Vaults, Promptflow Docker, Containers, Deployments System Design for AI Apps AI Agents & LangGraph Build REACT Agents & LangGraph Workflows Memory, Streaming, Tool Calling Enterprise Projects: Copilot Architecture, Change Detection System No-Code Workflows & Agentic Systems RAG & Agentic RAG with N8N Frontend + Backend integration for GenAI Apps Upcoming Recording Additions Crew AI, Semantic Kernel, Google ADK, OpenAI SDK LLMOps, Fine-Tuning, MCP, A2A, Advanced System Design Every class comes with code + walkthrough + Q&A. Ideal For: Aspiring AI Engineers & ML Practitioners Working Professionals transitioning into GenAI Final-year Students building resume-ready AI Projects Ready to learn? ✅ Get lifetime access to all recordings ✅ Code + Notes included ✅ Continuous updates with future sessions

This course is beneficial and will fill the barriers between the company and the skilled labourers using gen AI for work and to secure their future ... as an AI engineer... In this course, I will be teaching you all Numpy, Jupyter, Pandas, Python Programming, Data Analysis, OOPs, Data Structure Algorithms, Application Programming Interface(API), Data Manipulation, Data Processing