Udemy - AI & ML Search with OpenSearch (elasticsearch + AIML)
File List
- 1 - OpenSearch - Getting Started/4 -elasticsearch_opensearch_full_repo.zip 411.7 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 327.8 MB
- 7 - Agents and Tools/1 -Overview Types of Agents Demo Flow Agent (rag).mp4 289.6 MB
- 6 - Machine Learning/8 -External Model Remote Model Call OpenAI Demos.mp4 271.4 MB
- 4 - OpenSearch - Text Analysis/7 -Demo Mappings.mp4 262.5 MB
- 6 - Machine Learning/9 -Connector Blue Prints Pre & Post processing Demos.mp4 245.4 MB
- 5 - OpenSearch - Traditional and AIML Search/8 -AI ML LLM - Intuition & Analogies.mp4 244.2 MB
- 5 - OpenSearch - Traditional and AIML Search/9 -Demo Sentence Transformers.mp4 242.3 MB
- 7 - Agents and Tools/9 -Demo RAG chatbot conversation agent.mp4 241.7 MB
- 7 - Agents and Tools/3 -Demo RAG with interns dataset.mp4 240.0 MB
- 7 - Agents and Tools/6 -Demo RAG conversational flow agent with memory.mp4 239.7 MB
- 4 - OpenSearch - Text Analysis/8 -Demo mappings(continued).mp4 227.5 MB
- 5 - OpenSearch - Traditional and AIML Search/4 -Demo Search Data.mp4 225.9 MB
- 4 - OpenSearch - Text Analysis/2 -Demo ES & OS minimal (continued).mp4 224.2 MB
- 5 - OpenSearch - Traditional and AIML Search/14 -Demo Neural Search (continued).mp4 212.9 MB
- 6 - Machine Learning/1 -ML Commons Plugin Algorithms Choosing and using LLM Models per OS jargon.mp4 198.7 MB
- 6 - Machine Learning/3 -Demo OS pretrained sentence transformer local ONNX.mp4 198.4 MB
- 6 - Machine Learning/2 -Demo OS pretrained sentence transformer model msmarco distilbert.mp4 198.1 MB
- 5 - OpenSearch - Traditional and AIML Search/10 -Demo RAG multi-modal.mp4 192.5 MB
- 7 - Agents and Tools/5 -Demo Rerank with cross encoding.mp4 191.6 MB
- 10 - Real Time Projects/3 -Project3 Geo Spatial Analysis.mp4 187.5 MB
- 5 - OpenSearch - Traditional and AIML Search/13 -Demo Neural Search.mp4 186.4 MB
- 1 - OpenSearch - Getting Started/4 -opensearch_data.zip 174.1 MB
- 8 - OpenSearch Dashboards Observability/1 -Getting Started Query Languages Components.mp4 173.5 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 140.0 MB
- 7 - Agents and Tools/2 -Demo RAG with non-supported sentence transformers.mp4 129.3 MB
- 7 - Agents and Tools/8 -Demo RAG dynamic index selection.mp4 125.8 MB
- 8 - OpenSearch Dashboards Observability/2 -Demo Dashboards End-End walkthrough.mp4 125.7 MB
- 4 - OpenSearch - Text Analysis/6 -Demo ES & OS minimal (continued).mp4 114.1 MB
- 8 - OpenSearch Dashboards Observability/3 -Demo Analyzing Data.mp4 107.6 MB
- 5 - OpenSearch - Traditional and AIML Search/12 -Demo kNN Search.mp4 107.4 MB
- 8 - OpenSearch Dashboards Observability/7 -Demo Observability Integrations Notebooks Reporting Search Relevance.mp4 105.9 MB
- 2 - Installation and System Requirements/6 -Demo Setup, Install, Configure and Access Opensearch on Local Machine.mp4 103.4 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 98.7 MB
- 3 - OpenSearch Concepts/1 -What is Search - Analogy.mp4 96.5 MB
- 6 - Machine Learning/10 -Guardrails Stop Words Demos.mp4 95.4 MB
- 2 - Installation and System Requirements/4 -Demo Setup, Install, Configure and Access OpenSearch on AWS EC2 Instance.mp4 94.1 MB
- 6 - Machine Learning/6 -Demo OS supported pretrained SPARSE ENCODING.mp4 93.7 MB
- 3 - OpenSearch Concepts/7 -OS Architecture Shards Inverted Index TF-IDF BM25 Algorithm.mp4 93.3 MB
- 5 - OpenSearch - Traditional and AIML Search/7 -Neural Search.mp4 91.5 MB
- 1 - OpenSearch - Getting Started/4 -final_ppts.zip 88.8 MB
- 2 - Installation and System Requirements/1 -System & Network Requirements Configuration.mp4 87.1 MB
- 4 - OpenSearch - Text Analysis/1 -Demo ElasticSearch minimal.mp4 85.4 MB
- 5 - OpenSearch - Traditional and AIML Search/2 -Search Results Highlight Paginate Sort Collapse AutoComplete.mp4 85.4 MB
- 7 - Agents and Tools/7 -Demo RAG conversational flow agent with multiple knowledge bases aka. indices.mp4 85.3 MB
- 1 - OpenSearch - Getting Started/2 -PreRequisites Why Elasticsearch Motivation Course Environment.mp4 83.9 MB
- 9 - Data Prepper Intro/4 -Demo Log Ingestion Open Telemetry Logs.mp4 83.6 MB
- 4 - OpenSearch - Text Analysis/4 -Analyzer Components Use Cases Built-in vs. Custom.mp4 82.5 MB
- 3 - OpenSearch Concepts/6 -Competitive Analysis OpenSearch vs. ElasticSearch.mp4 77.2 MB
- 5 - OpenSearch - Traditional and AIML Search/15 -Demo Edge Ngrams.mp4 75.0 MB
- 2 - Installation and System Requirements/2 -Plugins Upgrading.mp4 70.2 MB
- 6 - Machine Learning/7 -Demo OS supported pretrained CROSS ENCODER.mp4 69.9 MB
- 9 - Data Prepper Intro/2 -Data Prepper vs. Logstash Sources Processors Sinks.mp4 69.4 MB
- 1 - OpenSearch - Getting Started/4 -Demo Datasets Projects Course Material Downloads.mp4 68.8 MB
- 3 - OpenSearch Concepts/3 -Types of Searches.mp4 68.3 MB
- 4 - OpenSearch - Text Analysis/5 -Normalization Techniques Tokenizers Token filters.mp4 68.3 MB
- 4 - OpenSearch - Text Analysis/9 -Demo Text Analysis.mp4 66.7 MB
- 6 - Machine Learning/5 -Demo OS sentence transformers not registered local ONNX.mp4 65.4 MB
- 8 - OpenSearch Dashboards Observability/4 -Demo Creating Dashboards.mp4 59.7 MB
- 1 - OpenSearch - Getting Started/3 -Demo Folders Overall course at a glimpse.mp4 52.4 MB
- 9 - Data Prepper Intro/1 -Data Prepper Use Cases Concepts.mp4 50.5 MB
- 3 - OpenSearch Concepts/4 -Advanced Search Types.mp4 46.7 MB
- 5 - OpenSearch - Traditional and AIML Search/3 -Retrieve Specific Fields Keyword Search.mp4 43.1 MB
- 5 - OpenSearch - Traditional and AIML Search/1 -Search Methods Search Query Languages Search Performance Search Relevance.mp4 42.8 MB
- 3 - OpenSearch Concepts/5 -Use Cases By Industry Use Cases By Job Function.mp4 40.6 MB
- 1 - OpenSearch - Getting Started/1 -Who are we Housekeeping Machine resources needed.mp4 37.8 MB
- 2 - Installation and System Requirements/3 -OS client libraries.mp4 37.2 MB
- 4 - OpenSearch - Text Analysis/3 -Text Analysis Pipeline.mp4 36.2 MB
- 5 - OpenSearch - Traditional and AIML Search/6 -kNN Search kNN Index.mp4 34.2 MB
- 3 - OpenSearch Concepts/2 -What is OpenSearch History Capabilities Related Projects.mp4 30.4 MB
- 8 - OpenSearch Dashboards Observability/5 -Demo Custom Branding.mp4 26.1 MB
- 7 - Agents and Tools/4 -Tools Rerank.mp4 14.6 MB
- 1 - OpenSearch - Getting Started/4 -elasticsearch_for_relative_context_data.zip 7.0 MB
- 1 - OpenSearch - Getting Started/4 -docs_pdf_weasyprint.zip 6.9 MB
- 1 - OpenSearch - Getting Started/4 -mermaid_images.zip 1.1 MB
- 1 - OpenSearch - Getting Started/4 -mermaid_diagrams.zip 44.1 KB
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