Build on your existing knowledge with intermediate ai optimization techniques and real-world applications.
Linear algebra, probability, and calculus fundamentals
Comfortable writing Python scripts and using libraries
But what is a neural network? | Deep learning chapter 1
IntermediateThe Essential Main Ideas of Neural Networks
IntermediateTransformers Explained - How transformers work
IntermediateAI, Machine Learning, Deep Learning and Generative AI Explained
IntermediateHow AI Image Generators Work (Stable Diffusion / Dall-E) - Computerphile
IntermediateTransformer Neural Networks - EXPLAINED! (Attention is all you need)
IntermediateIllustrated Guide to Transformers Neural Network: A step by step explanation
IntermediateLearn Machine Learning Like a GENIUS and Not Waste Time
IntermediateHow To Learn Math for Machine Learning FAST (Even With Zero Math Background)
IntermediateNatural Language Processing: Crash Course AI #7
IntermediateTraining & Fine-Tuning LLMs for Production
IntermediateProfessional Certificate in AI-driven Cost Optimization and Control
IntermediateNumerical Optimization by Jorge Nocedal and Stephen J. Wright - Book
IntermediateStochastic Optimization - Georgia Tech
IntermediateBut what is a neural network? | Deep learning chapter 1
IntermediateThe Essential Main Ideas of Neural Networks
IntermediateTransformers Explained - How transformers work
IntermediateAI, Machine Learning, Deep Learning and Generative AI Explained
IntermediateHow AI Image Generators Work (Stable Diffusion / Dall-E) - Computerphile
IntermediateTransformer Neural Networks - EXPLAINED! (Attention is all you need)
IntermediateIllustrated Guide to Transformers Neural Network: A step by step explanation
IntermediateLearn Machine Learning Like a GENIUS and Not Waste Time
IntermediateHow To Learn Math for Machine Learning FAST (Even With Zero Math Background)
IntermediateNatural Language Processing: Crash Course AI #7
IntermediateTraining & Fine-Tuning LLMs for Production
IntermediateProfessional Certificate in AI-driven Cost Optimization and Control
IntermediateNumerical Optimization by Jorge Nocedal and Stephen J. Wright - Book
IntermediateStochastic Optimization - Georgia Tech
IntermediateFollow these courses in order to complete the learning path. Click on any course to enroll.
But what is a neural network? | Deep learning chapter 1
The Essential Main Ideas of Neural Networks
Transformers Explained - How transformers work
Learn AI, Machine Learning, Deep Learning and Generative AI Explained
How AI Image Generators Work (Stable Diffusion / Dall-E) - Computerphile
Transformer Neural Networks - EXPLAINED! (Attention is all you need)
Illustrated Guide to Transformers Neural Network: A step by step explanation
Learn Machine Learning Like a GENIUS and Not Waste Time
How To Learn Math for Machine Learning FAST (Even With Zero Math Background)
Natural Language Processing: Crash Course AI 7
A free course with over 50 theoretical lessons and 10 practical projects, teaching how to train, fine-tune, and deploy LL Ms into AI products. It covers SFT, RLHF, LoRA, and custom model training.
This program is for finance professionals and operations managers, teaching how to apply machine learning, natural language processing, and predictive analytics to identify cost inefficiencies and develop mitigation strategies.
A comprehensive book on numerical optimization, covering both theory and practical algorithms.
Comprehensive lecture notes on stochastic optimization from a leading researcher in the field.
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