Courses
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7 courses in Ai and Machine Learning
AI Mastery: LLMs Explained with Math (Transformers, Attention Mechanisms & More)
By Patrik Szepesi · 5 hours
Unlock the secrets behind modern AI and Large Language Models. This course simplifies the mathematics and concepts that power ChatGPT, Transformers, Attention Mechanisms, Embeddings, and Neural Networks. Through clear explanations and practical examples, you'll learn how LLMs process language, understand context, and generate intelligent responses. Perfect for developers, data analysts, students, and AI enthusiasts who want to move beyond using AI and truly understand how it works under the hood. No prior AI experience required.
AI-Powered Software Development: Coding, Testing, and System Design
By Shaun Wassell · 3 hours
Explore how to effectively leverage generative AI tools across the development lifecycle—from coding and testing to architecture design and agile project management.
AI_Product_Foundations__Planning_Strategies_for_Data_Scientists
By Matthew Blasa · 2 hours
Learn how to transform AI ideas into successful products. This course covers the fundamentals of AI product planning, problem identification, data strategy, model selection, stakeholder management, product roadmapping, and measuring business impact. Designed for data scientists and aspiring AI product leaders, it bridges the gap between technical development and real-world product success, helping you build AI solutions that deliver measurable value.
Complete A.I. & Machine Learning, Data Science Bootcamp
By Andrei Neagoie and Daniel Bourke · 144 hours
Master the essential skills of Artificial Intelligence, Machine Learning, and Data Science in one comprehensive course. Learn data analysis, data visualization, statistical modeling, machine learning algorithms, predictive analytics, and AI fundamentals through practical, hands-on projects. Perfect for beginners and professionals looking to build job-ready skills and gain a solid foundation in the rapidly growing field of data science and artificial intelligence.
Deep Learning Fundamentals for Healthcare
By Wuraola Oyewusi · 3 hours
Learn about deep learning in healthcare with this comprehensive course, including fundamentals, practical applications, advanced techniques, and more.
Deep Learning_ Model Optimization and Tuning
By Kumaran Ponnambalam · 1 hour
Learn about various optimization and tuning options available for deep learning models and use them to improve models.
Getting Started with Vibe Coding
By Dylan Davis · 1 hour
Master the magic of vibe coding, where you become the boss of AI, telling it exactly what apps to build while it handles all the tricky coding parts for you.