God Tier AI Engineering Roadmap

Top Pick AI Engineering Course: https://datacamp.pxf.io/K0QgYy This is a complete zero to hero AI Engineering roadmap. It has all the resources to get the skills to become an AI Engineer in 2025 or 2026 and get a job in a top tier tech company. This includes my experience of over 6+ years in companies like DoorDash, Google, ZS. Book 1:1 mentoring sessions: https://topmate.io/jash_radia LinkedIn: https://www.linkedin.com/in/jashradia/ Instagram: https://www.instagram.com/jash.radia/ Foundations: Linear Algebra: https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab Calculus: https://www.geeksforgeeks.org/machine-learning/calculus-for-machine-learning-key-concepts-and-applications/ Probability and Statistics: https://oli.cmu.edu/courses/probability-statistics-open-free/ Python book: https://automatetheboringstuff.com/ Python course: https://datacamp.pxf.io/Dy4BMa SQL free: https://sqlbolt.com/ SQL course: https://datacamp.pxf.io/Qjk0xx DSA: https://roadmap.sh/datastructures-and-algorithms AI/ML Toolbox: Classical ML: https://scikit-learn.org/stable/user_guide.html Deep Learning TensorFlow: https://www.tensorflow.org/tutorials Deep Learning PyTorch: https://docs.pytorch.org/tutorials/beginner/deep_learning_60min_blitz.html Prompt Engineering: https://learn.deeplearning.ai/courses/chatgpt-prompt-eng Generative AI: AI Track for engineers (SWE, DE, etc.): https://datacamp.pxf.io/K0QgYy AI Track for data scientists (DS, DA, etc): https://datacamp.pxf.io/zxJRDW MLOps: Docker and Kubernetes: https://www.freecodecamp.org/news/learn-docker-and-kubernetes-hands-on-course/ AWS Basic Course: https://www.udemy.com/course/aws-certified-solutions-architect-associate-saa-c03 Azure Basic Course: https://www.udemy.com/course/70532-azure/ GCP Basic Course: https://www.udemy.com/course/google-cloud-certification-associate-cloud-engineer/ Kubeflow (alternative: Tensorflow Extended): https://www.kubeflow.org/docs/started/introduction/ Mastery/Projects: Transformers: https://poloclub.github.io/transformer-explainer/ Huggingface LLM course: https://huggingface.co/learn/llm-course/en/chapter1/1 Projects (Just for inspiration, don't copy) https://github.com/datastax/wikichat https://datacamp.pxf.io/EE42YQ https://datacamp.pxf.io/bOn5rb https://www.deeplearning.ai/short-courses/langchain-for-llm-application-development/ #ai #aiengineering #learning 0:00 Intro and Overview 1:48 Foundations 4:48 AI/ML Basics 7:07 Generative AI (LLMs, Agents and More) 8:41 MLOps, Cloud and More 10:59 Advanced and Projects