Certificate Link Learnings from Multi-Armed Bandit (MAB) Course Introduction to Multi-Armed Bandit Problems What is a Multi-Armed Bandit (MAB) problem? Real-world applications: Online advertising, recommendation systems, clinical trials Modelling business problems as MAB: Automating decision-making …

Certificate Link Learnings from Gen AI LandChain Course Ollama, OpenAI Use LangChain Expressions (LCEL) Conversation History Usage, StreamLit Application, Huggingface Spaces Hybrid Search, Reciprocal Rank fusion, RAG Graph Databases, Cypher Query Language, Neo4j Vector Stores, Pinecone, Chroma, …

Certificate Link Learnings from System Design & Tech Interview Course Scalability & Resiliency Introduction to Scalability: Understanding horizontal and vertical scaling Failover Strategies: High availability and disaster recovery mechanisms Sharding Databases / NoSQL: Partitioning …

Certificate Link Learnings from Diffusion Models Course Forward Diffusion Process Reverse Diffusion Process Denoising Diffusion Implicit Models (DDIMs) DDPMs UNet Model Diffusion Probabilistic Models (DPMs) Inpainting Stable Diffusion

Certificate Link Learnings from APIs and Web Services Course Introduction to APIs and Web Services What is an API? Definition and real-world use cases Examples of APIs: Twitter API, Google Cloud API, eBay API What is a Web Service?: Web-based APIs and their significance Web Service vs API: Key …