Udemy - AI & ML Search with OpenSearch (elasticsearch + AIML)

• 1 - OpenSearch - Getting Started/4 -elasticsearch_opensearch_full_repo.zip-411.67 MB
• 10 - Real Time Projects/1 -Project1 Load, create, and restore within OpenSearch.mp4-400.2 MB
• 10 - Real Time Projects/2 -Project2 Migrate from ElasticSearch to OpenSearch.mp4-327.83 MB
• 7 - Agents and Tools/1 -Overview Types of Agents Demo Flow Agent (rag).mp4-289.63 MB
• 6 - Machine Learning/8 -External Model Remote Model Call OpenAI Demos.mp4-271.42 MB
• 4 - OpenSearch - Text Analysis/7 -Demo Mappings.mp4-262.47 MB
• 6 - Machine Learning/9 -Connector Blue Prints Pre & Post processing Demos.mp4-245.37 MB
• 5 - OpenSearch - Traditional and AIML Search/8 -AI ML LLM - Intuition & Analogies.mp4-244.15 MB
• 5 - OpenSearch - Traditional and AIML Search/9 -Demo Sentence Transformers.mp4-242.32 MB
• 7 - Agents and Tools/9 -Demo RAG chatbot conversation agent.mp4-241.71 MB
• 7 - Agents and Tools/3 -Demo RAG with interns dataset.mp4-240.01 MB
• 7 - Agents and Tools/6 -Demo RAG conversational flow agent with memory.mp4-239.74 MB
• 4 - OpenSearch - Text Analysis/8 -Demo mappings(continued).mp4-227.53 MB
• 5 - OpenSearch - Traditional and AIML Search/4 -Demo Search Data.mp4-225.88 MB
• 4 - OpenSearch - Text Analysis/2 -Demo ES & OS minimal (continued).mp4-224.17 MB
• 5 - OpenSearch - Traditional and AIML Search/14 -Demo Neural Search (continued).mp4-212.85 MB
• 6 - Machine Learning/1 -ML Commons Plugin Algorithms Choosing and using LLM Models per OS jargon.mp4-198.73 MB
• 6 - Machine Learning/3 -Demo OS pretrained sentence transformer local ONNX.mp4-198.36 MB
• 6 - Machine Learning/2 -Demo OS pretrained sentence transformer model msmarco distilbert.mp4-198.12 MB
• 5 - OpenSearch - Traditional and AIML Search/10 -Demo RAG multi-modal.mp4-192.53 MB
• 7 - Agents and Tools/5 -Demo Rerank with cross encoding.mp4-191.58 MB
• 10 - Real Time Projects/3 -Project3 Geo Spatial Analysis.mp4-187.54 MB
• 5 - OpenSearch - Traditional and AIML Search/13 -Demo Neural Search.mp4-186.37 MB
• 1 - OpenSearch - Getting Started/4 -opensearch_data.zip-174.05 MB
• 8 - OpenSearch Dashboards Observability/1 -Getting Started Query Languages Components.mp4-173.55 MB
• 9 - Data Prepper Intro/3 -Demo Log ingestion Apache Logs.mp4-149.5 MB
• 5 - OpenSearch - Traditional and AIML Search/11 -Vector Indexing.mp4-145.6 MB
• 5 - OpenSearch - Traditional and AIML Search/5 -Demo Search Data (continued).mp4-144.1 MB
• 8 - OpenSearch Dashboards Observability/6 -Demo DQL.mp4-140.01 MB
• 7 - Agents and Tools/2 -Demo RAG with non-supported sentence transformers.mp4-129.34 MB
• 7 - Agents and Tools/8 -Demo RAG dynamic index selection.mp4-125.84 MB
• 8 - OpenSearch Dashboards Observability/2 -Demo Dashboards End-End walkthrough.mp4-125.72 MB
• 4 - OpenSearch - Text Analysis/6 -Demo ES & OS minimal (continued).mp4-114.07 MB
• 8 - OpenSearch Dashboards Observability/3 -Demo Analyzing Data.mp4-107.58 MB
• 5 - OpenSearch - Traditional and AIML Search/12 -Demo kNN Search.mp4-107.36 MB
• 8 - OpenSearch Dashboards Observability/7 -Demo Observability Integrations Notebooks Reporting Search Relevance.mp4-105.87 MB
• 2 - Installation and System Requirements/6 -Demo Setup, Install, Configure and Access Opensearch on Local Machine.mp4-103.42 MB
• 6 - Machine Learning/4 -Demo OS pretrained sentence transformer local TORCH.mp4-99.1 MB
• 2 - Installation and System Requirements/5 -Demo Continued Setup, Install, Configure and Access OpenSearch on AWS EC2.mp4-98.72 MB
• 3 - OpenSearch Concepts/1 -What is Search - Analogy.mp4-96.5 MB
• 6 - Machine Learning/10 -Guardrails Stop Words Demos.mp4-95.36 MB
• 2 - Installation and System Requirements/4 -Demo Setup, Install, Configure and Access OpenSearch on AWS EC2 Instance.mp4-94.05 MB
• 6 - Machine Learning/6 -Demo OS supported pretrained SPARSE ENCODING.mp4-93.71 MB
• 3 - OpenSearch Concepts/7 -OS Architecture Shards Inverted Index TF-IDF BM25 Algorithm.mp4-93.26 MB
• 5 - OpenSearch - Traditional and AIML Search/7 -Neural Search.mp4-91.5 MB
• 1 - OpenSearch - Getting Started/4 -final_ppts.zip-88.81 MB
• 2 - Installation and System Requirements/1 -System & Network Requirements Configuration.mp4-87.12 MB
• 4 - OpenSearch - Text Analysis/1 -Demo ElasticSearch minimal.mp4-85.41 MB
• 5 - OpenSearch - Traditional and AIML Search/2 -Search Results Highlight Paginate Sort Collapse AutoComplete.mp4-85.38 MB
• 7 - Agents and Tools/7 -Demo RAG conversational flow agent with multiple knowledge bases aka. indices.mp4-85.33 MB