If you\u2019re serious about building a career in Data Science, Data Engineering, Machine Learning, MLOps, or Generative AI, this curated collection of free courses can save you months of searching.<\/p>\n\n\n\n
Instead of jumping randomly between resources, use this structured roadmap to learn step by step \u2014 from foundations to advanced specialization.<\/p>\n\n\n\n
Let\u2019s break it down by domain.<\/p>\n\n\n\n
Data Science is the foundation of modern AI careers. It combines statistics, programming, and data analysis.<\/p>\n\n\n\n
Data Engineers build the backbone of data systems \u2014 pipelines, warehouses, and infrastructure.<\/p>\n\n\n\n
Machine Learning transforms data into predictive systems.<\/p>\n\n\n\n
MLOps connects machine learning with production systems.<\/p>\n\n\n\n
Generative AI is shaping the future of technology.<\/p>\n\n\n\n
If you\u2019re serious about building a career in Data Science, Data Engineering, Machine Learning, MLOps, or Generative AI, this curated collection of free courses can save you months of searching. Instead of jumping randomly between resources, use this structured roadmap to learn step by step \u2014 from foundations to advanced specialization. Let\u2019s break it down by domain. Data Science Data Science is the foundation of modern AI careers. It combines statistics, programming, and data analysis. Python for EverybodyA perfect starting point for beginners. Learn Python fundamentals, programming logic, and problem-solving. Data Analysis with PythonCovers practical data manipulation using libraries like Pandas and NumPy. Ideal for aspiring data analysts and data scientists. Databases & SQLUnderstand relational databases and learn SQL for querying, filtering, and managing structured data. Intro to Inferential StatisticsLearn how to make predictions using probability, hypothesis testing, and statistical inference. ML ZoomcampA highly practical course focused on real-world machine learning projects and implementation. Data Engineering Data Engineers build the backbone of data systems \u2014 pipelines, warehouses, and infrastructure. Data Engineering CourseCovers fundamentals of pipelines, ETL processes, and distributed systems. Data Engineer Learning PathA structured roadmap that guides you from beginner to professional data engineer. Database Engineer CourseA deeper dive into database architecture, optimization, and system design. Big Data SpecializationExplore big data technologies like Hadoop and Spark and understand large-scale processing. Data Engineering ZoomcampA hands-on, project-based course to learn real-world data engineering workflows. Machine Learning Machine Learning transforms data into predictive systems. Intro to Machine LearningA beginner-friendly introduction to ML concepts and workflows. ML for EverybodyExplains machine learning in simple terms \u2014 great for non-technical learners. Machine Learning in PythonFocuses on Scikit-Learn and practical implementation of ML algorithms. ML Crash CourseA fast-paced but comprehensive overview of key ML concepts. CS229 \u2013 Machine LearningAn advanced academic-level course for those who want to deeply understand ML mathematics and theory. Machine Learning Operations (MLOps) MLOps connects machine learning with production systems. Python Essentials for MLOpsStrengthen your Python skills for model deployment and automation. MLOps for BeginnersA practical introduction to deploying, monitoring, and maintaining ML systems. ML Engineering CourseBridges software engineering and machine learning. MLOps SpecializationFocuses on CI\/CD, model versioning, pipelines, and scalable ML systems. Made With MLCombines theory with real-world ML production workflows. Generative Artificial Intelligence Generative AI is shaping the future of technology. Generative AI for BeginnersLearn how to build generative AI applications from scratch. Generative AI FundamentalsUnderstand transformers, diffusion models, and generative modeling concepts. Intro to Generative AIFrom learning large language models to understanding the principles of responsible AI. Generative AI with LLMsLearn business applications of LLMs with practical use cases. Generative AI for EveryoneA high-level course explaining how generative AI works, its limitations, and its impact.<\/p>","protected":false},"author":1,"featured_media":1728,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1726","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/hub.daturial.com\/ar\/wp-json\/wp\/v2\/posts\/1726","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hub.daturial.com\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/hub.daturial.com\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/hub.daturial.com\/ar\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/hub.daturial.com\/ar\/wp-json\/wp\/v2\/comments?post=1726"}],"version-history":[{"count":2,"href":"https:\/\/hub.daturial.com\/ar\/wp-json\/wp\/v2\/posts\/1726\/revisions"}],"predecessor-version":[{"id":1730,"href":"https:\/\/hub.daturial.com\/ar\/wp-json\/wp\/v2\/posts\/1726\/revisions\/1730"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/hub.daturial.com\/ar\/wp-json\/wp\/v2\/media\/1728"}],"wp:attachment":[{"href":"https:\/\/hub.daturial.com\/ar\/wp-json\/wp\/v2\/media?parent=1726"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hub.daturial.com\/ar\/wp-json\/wp\/v2\/categories?post=1726"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hub.daturial.com\/ar\/wp-json\/wp\/v2\/tags?post=1726"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}