[{"data":1,"prerenderedAt":340},["ShallowReactive",2],{"\u002Fblog\u002Fzero-to-ai-complete-learning-path":3,"surround":128,"all-posts-for-related":133},{"id":4,"title":5,"body":6,"canonical":109,"date":110,"description":111,"extension":112,"featured":113,"image":109,"meta":114,"navigation":113,"ogimage":109,"path":115,"provider":109,"published":113,"seo":116,"stem":117,"tags":118,"url":109,"__hash__":127},"blog\u002Fblog\u002Fzero-to-ai-complete-learning-path.md","From Zero to AI: A Complete Learning Roadmap",{"type":7,"value":8,"toc":103},"minimark",[9,24,34,39,42,70,74,77,97],[10,11,12,13,23],"p",{},"I recently published ",[14,15,16],"strong",{},[17,18,22],"a",{"href":19,"rel":20},"https:\u002F\u002Fzero-to-ai.abcd.guru\u002F",[21],"nofollow","Zero to AI"," — a completely free, open-source curriculum designed to take you from absolute beginner to production-ready AI engineer.",[10,25,26,27,29,30,33],{},"After 17+ years in software engineering, I noticed most AI courses either skim the surface or drown you in unstructured theory. ",[14,28,22],{}," is different. It's built on ",[14,31,32],{},"700+ interactive Jupyter notebooks"," that you can run directly in your browser with zero setup.",[35,36,38],"h2",{"id":37},"the-curriculum","The Curriculum",[10,40,41],{},"The course is broken down into four practical phases:",[43,44,45,52,58,64],"ol",{},[46,47,48,51],"li",{},[14,49,50],{},"Foundations",": Python, Data Science (Pandas, NumPy), and Math for ML.",[46,53,54,57],{},[14,55,56],{},"Core Machine Learning",": Neural Networks, PyTorch\u002FTensorFlow, and classical ML algorithms.",[46,59,60,63],{},[14,61,62],{},"Modern AI",": Large Language Models (LLMs), Prompt Engineering, Vector Databases, and Retrieval-Augmented Generation (RAG).",[46,65,66,69],{},[14,67,68],{},"Production",": MLOps, Autonomous AI Agents, Fine-tuning, and deploying real-world applications.",[35,71,73],{"id":72},"start-learning","Start Learning",[10,75,76],{},"You don't need to install anything to get started. You can run the code directly in Google Colab or GitHub Codespaces.",[10,78,79,80,86,89,90],{},"👉 ",[14,81,82],{},[17,83,85],{"href":19,"rel":84},[21],"Start the Zero to AI Course Here",[87,88],"br",{},"\n👉 ",[14,91,92],{},[17,93,96],{"href":94,"rel":95},"https:\u002F\u002Fgithub.com\u002FPavanMudigonda\u002Fzero-to-ai",[21],"View the Source Code on GitHub",[10,98,99],{},[100,101,102],"em",{},"Note: This is a comprehensive path. A realistic time investment is 6 to 12 months at 10-15 hours per week.",{"title":104,"searchDepth":105,"depth":105,"links":106},"",2,[107,108],{"id":37,"depth":105,"text":38},{"id":72,"depth":105,"text":73},null,"2025-12-24","A structured, hands-on curriculum that takes you from Python basics to production AI systems. 700+ interactive notebooks, zero setup required.","md",true,{},"\u002Fblog\u002Fzero-to-ai-complete-learning-path",{"title":5,"description":111},"blog\u002Fzero-to-ai-complete-learning-path",[119,120,121,122,123,124,125,126],"ai","machine-learning","tutorial","python","deep-learning","llm","rag","course","Rlzi3uAwOAyjJ5ma2I7tabuPhoGHvM2E2LU_6MZ4Z1k",[109,129],{"title":130,"path":131,"stem":132,"children":-1},"Welcome to my artificial intelligence blog.","\u002Fblog\u002Fwelcome-to-my-blog","blog\u002Fwelcome-to-my-blog",[134,201],{"id":4,"title":5,"body":135,"canonical":109,"date":110,"description":111,"extension":112,"featured":113,"image":109,"meta":198,"navigation":113,"ogimage":109,"path":115,"provider":109,"published":113,"seo":199,"stem":117,"tags":200,"url":109,"__hash__":127},{"type":7,"value":136,"toc":194},[137,144,150,152,154,172,174,176,190],[10,138,12,139,23],{},[14,140,141],{},[17,142,22],{"href":19,"rel":143},[21],[10,145,26,146,29,148,33],{},[14,147,22],{},[14,149,32],{},[35,151,38],{"id":37},[10,153,41],{},[43,155,156,160,164,168],{},[46,157,158,51],{},[14,159,50],{},[46,161,162,57],{},[14,163,56],{},[46,165,166,63],{},[14,167,62],{},[46,169,170,69],{},[14,171,68],{},[35,173,73],{"id":72},[10,175,76],{},[10,177,79,178,183,89,185],{},[14,179,180],{},[17,181,85],{"href":19,"rel":182},[21],[87,184],{},[14,186,187],{},[17,188,96],{"href":94,"rel":189},[21],[10,191,192],{},[100,193,102],{},{"title":104,"searchDepth":105,"depth":105,"links":195},[196,197],{"id":37,"depth":105,"text":38},{"id":72,"depth":105,"text":73},{},{"title":5,"description":111},[119,120,121,122,123,124,125,126],{"id":202,"title":130,"body":203,"canonical":109,"date":333,"description":334,"extension":112,"featured":113,"image":109,"meta":335,"navigation":113,"ogimage":109,"path":131,"provider":109,"published":113,"seo":336,"stem":132,"tags":337,"url":109,"__hash__":339},"blog\u002Fblog\u002Fwelcome-to-my-blog.md",{"type":7,"value":204,"toc":328},[205,216,220,223,227,238,276,280,283,317,320,323],[10,206,207,208,211,212,215],{},"Welcome to my blog! I'm ",[14,209,210],{},"Pavan Mudigonda",", Solutions Architect at ",[14,213,214],{},"Thomson Reuters Canada",", where I specialize in Platform Engineering, focusing on AI\u002FML, automation, and cloud technologies.",[35,217,219],{"id":218},"what-youll-find-here","What You'll Find Here",[10,221,222],{},"This blog is where I share insights, learnings, and practical experiences in artificial intelligence and machine learning.",[35,224,226],{"id":225},"my-background","My Background",[10,228,229,230,233,234,237],{},"With ",[14,231,232],{},"17+ years"," in software engineering and ",[14,235,236],{},"10+ years"," in leadership roles, In the recent years i've had the privilege of working on niche areas at enterprise scale both as a tech lead and architect:",[239,240,241,246,251,256,261,266,271],"ul",{},[46,242,243],{},[14,244,245],{},"Agentic Solutions",[46,247,248],{},[14,249,250],{},"DevOps Architecture",[46,252,253],{},[14,254,255],{},"Developer Experience",[46,257,258],{},[14,259,260],{},"Quality Engineering",[46,262,263],{},[14,264,265],{},"Scalable Test Automation",[46,267,268],{},[14,269,270],{},"Accessibility Program",[46,272,273],{},[14,274,275],{},"Reliability Engineering",[35,277,279],{"id":278},"lets-connect","Let's Connect",[10,281,282],{},"I'm passionate about sharing knowledge and learning from the community. Feel free to:",[239,284,285,293,301,309],{},[46,286,287,288],{},"Follow my journey on ",[17,289,292],{"href":290,"rel":291},"https:\u002F\u002Fx.com\u002FPavanMudigonda",[21],"X (Twitter)",[46,294,295,296],{},"Connect with me on ",[17,297,300],{"href":298,"rel":299},"https:\u002F\u002Fwww.linkedin.com\u002Fin\u002FPavanMudigonda\u002F",[21],"LinkedIn",[46,302,303,304],{},"Check out my projects on ",[17,305,308],{"href":306,"rel":307},"https:\u002F\u002Fgithub.com\u002FPavanMudigonda",[21],"GitHub",[46,310,311,312],{},"Subscribe to my ",[17,313,316],{"href":314,"rel":315},"https:\u002F\u002Fwww.youtube.com\u002F@PavanMudigonda",[21],"YouTube channel",[10,318,319],{},"Whether you're interested in AI\u002FML implementations, automation strategies, or cloud architecture patterns, I hope you'll find valuable insights here. Let's build better software together! 🚀",[321,322],"hr",{},[10,324,325],{},[100,326,327],{},"Thanks for reading! If you have specific topics you'd like me to cover or questions about AI\u002FML, automation, or cloud engineering, don't hesitate to reach out.",{"title":104,"searchDepth":105,"depth":105,"links":329},[330,331,332],{"id":218,"depth":105,"text":219},{"id":225,"depth":105,"text":226},{"id":278,"depth":105,"text":279},"2025-08-30","Introduction to artificial intelligence",{},{"title":130,"description":334},[338],"personal","VSq82LpEOUlmXlazGLakfF711f0ogxFW4OCVhMrvFks",1775945441897]