कोर्स
57 कोर्स
Training Neural Networks: the Backpropagation Algorithm
Master the backpropagation algorithm by implementing loss functions, gradient descent, and SGD optimizers to train neural networks using R.
Build a Neural Network from Scratch in R
Master neural network construction in R from neurons to backpropagation, building your own library to tackle real-world ML challenges without relying on black-box solutions.
The Computer Vision Bootcamp
Master Computer Vision by exploring Vision Transformers, Meta's SAM, and deploying scalable pipelines on AWS using Python and production-ready AI infrastructure.
Efficient AI for Weather Forecasting
Explore how energy-efficient AI transforms weather forecasting, reducing computational costs while improving accuracy through modern techniques like LoRA fine-tuning and diffusion models.
Google Professional Data Engineer
Master data engineering on Google Cloud Platform with comprehensive preparation for the Professional Data Engineer certification exam covering pipelines, BigQuery, and ML tools.
Implementing AI Algorithms from Scratch in C++ (Part 2)
Master ensemble methods, unsupervised learning, clustering, and neural networks by implementing AI algorithms from scratch in C++ using mlpack for hands-on expertise.
Fiber-Reinforced Composite Materials for the Circular Economy: Challenges and Opportunities
Explore advanced technologies and systemic solutions for transitioning fiber-reinforced composites from linear to circular economy models over 21 weeks.
AI Engineering: Fine-Tuning LLMs (with QLoRA, AWS, and Open Source)
Master fine-tuning open-source LLMs with QLoRA, deploy on AWS SageMaker, and build enterprise-ready AI solutions using proprietary data and advanced optimization techniques.
Graduate Certificate in Artificial Intelligence
Develop a strong foundation in key AI topics including statistical analysis, data mining, and machine learning from one of the nation’s top-ranked Tier 1 research institutions.
GUI Development and AI-Enhanced Programming
Master GUI development and AI-enhanced programming with C# and .NET framework. Build multi-layered applications, integrate APIs, implement testing strategies, and deploy complete projects.
Parallelizing Claude Agentic Systems in TypeScript
Master concurrent execution patterns for Claude agents in TypeScript to reduce latency and scale multi-agent systems with Promise.all and parallel tool orchestration.
Neural Networks
Master neural network fundamentals by implementing perceptrons, activation functions, and backpropagation from scratch in C++ without high-level libraries.