Udemy AI ML Search with OpenSearch elasticsearch AIML | 3B0E32BB44D4FB14D8959719DCB0EF41BE42842F

Udemy AI ML Search with OpenSearch elasticsearch AIML

Name	Udemy - AI & ML Search with OpenSearch (elasticsearch + AIML)	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	10.7 GB
Total Files	81
Last Seen	2025-04-30 23:51
Hash	3B0E32BB44D4FB14D8959719DCB0EF41BE42842F

/1 - OpenSearch - Getting Started/
4 -elasticsearch_opensearch_full_repo.zip	431.7 MB
2 -PreRequisites Why Elasticsearch Motivation Course Environment.mp4	87.9 MB
3 -Demo Folders Overall course at a glimpse.mp4	55.0 MB
4 -Demo Datasets Projects Course Material Downloads.mp4	72.1 MB
4 -docs_pdf_weasyprint.zip	7.3 MB
4 -elasticsearch_for_relative_context_data.zip	7.3 MB
1 -Who are we Housekeeping Machine resources needed.mp4	39.6 MB
4 -final_ppts.zip	93.1 MB
4 -mermaid_diagrams.zip	45.1 KB
4 -mermaid_images.zip	1.1 MB
4 -opensearch_data.zip	182.5 MB
/2 - Installation and System Requirements/
1 -System & Network Requirements Configuration.mp4	91.3 MB
2 -Plugins Upgrading.mp4	73.6 MB
3 -OS client libraries.mp4	39.0 MB
4 -Demo Setup, Install, Configure and Access OpenSearch on AWS EC2 Instance.mp4	98.6 MB
5 -Demo Continued Setup, Install, Configure and Access OpenSearch on AWS EC2.mp4	103.5 MB
6 -Demo Setup, Install, Configure and Access Opensearch on Local Machine.mp4	108.4 MB
/3 - OpenSearch Concepts/
1 -What is Search - Analogy.mp4	101.2 MB
2 -What is OpenSearch History Capabilities Related Projects.mp4	31.9 MB
3 -Types of Searches.mp4	71.6 MB
4 -Advanced Search Types.mp4	48.9 MB
5 -Use Cases By Industry Use Cases By Job Function.mp4	42.6 MB
6 -Competitive Analysis OpenSearch vs. ElasticSearch.mp4	81.0 MB
7 -OS Architecture Shards Inverted Index TF-IDF BM25 Algorithm.mp4	97.8 MB
/4 - OpenSearch - Text Analysis/
1 -Demo ElasticSearch minimal.mp4	89.6 MB
2 -Demo ES & OS minimal (continued).mp4	235.1 MB
3 -Text Analysis Pipeline.mp4	38.0 MB
4 -Analyzer Components Use Cases Built-in vs. Custom.mp4	86.5 MB
5 -Normalization Techniques Tokenizers Token filters.mp4	71.6 MB
6 -Demo ES & OS minimal (continued).mp4	119.6 MB
7 -Demo Mappings.mp4	275.2 MB
8 -Demo mappings(continued).mp4	238.6 MB
9 -Demo Text Analysis.mp4	69.9 MB
/5 - OpenSearch - Traditional and AIML Search/
1 -Search Methods Search Query Languages Search Performance Search Relevance.mp4	44.9 MB
2 -Search Results Highlight Paginate Sort Collapse AutoComplete.mp4	89.5 MB
3 -Retrieve Specific Fields Keyword Search.mp4	45.2 MB
4 -Demo Search Data.mp4	236.8 MB
5 -Demo Search Data (continued).mp4	151.1 MB
6 -kNN Search kNN Index.mp4	35.8 MB
7 -Neural Search.mp4	95.9 MB
8 -AI ML LLM - Intuition & Analogies.mp4	256.0 MB
9 -Demo Sentence Transformers.mp4	254.1 MB
10 -Demo RAG multi-modal.mp4	201.9 MB
11 -Vector Indexing.mp4	152.7 MB
12 -Demo kNN Search.mp4	112.6 MB
13 -Demo Neural Search.mp4	195.4 MB
14 -Demo Neural Search (continued).mp4	223.2 MB
15 -Demo Edge Ngrams.mp4	78.7 MB
/6 - Machine Learning/
1 -ML Commons Plugin Algorithms Choosing and using LLM Models per OS jargon.mp4	208.4 MB
2 -Demo OS pretrained sentence transformer model msmarco distilbert.mp4	207.7 MB
3 -Demo OS pretrained sentence transformer local ONNX.mp4	208.0 MB
4 -Demo OS pretrained sentence transformer local TORCH.mp4	103.9 MB
5 -Demo OS sentence transformers not registered local ONNX.mp4	68.5 MB
6 -Demo OS supported pretrained SPARSE ENCODING.mp4	98.3 MB
7 -Demo OS supported pretrained CROSS ENCODER.mp4	73.3 MB
8 -External Model Remote Model Call OpenAI Demos.mp4	284.6 MB
9 -Connector Blue Prints Pre & Post processing Demos.mp4	257.3 MB
10 -Guardrails Stop Words Demos.mp4	100.0 MB
/7 - Agents and Tools/
1 -Overview Types of Agents Demo Flow Agent (rag).mp4	303.7 MB
2 -Demo RAG with non-supported sentence transformers.mp4	135.6 MB
3 -Demo RAG with interns dataset.mp4	251.7 MB
4 -Tools Rerank.mp4	15.3 MB
5 -Demo Rerank with cross encoding.mp4	200.9 MB
6 -Demo RAG conversational flow agent with memory.mp4	251.4 MB
7 -Demo RAG conversational flow agent with multiple knowledge bases aka. indices.mp4	89.5 MB
8 -Demo RAG dynamic index selection.mp4	131.9 MB
9 -Demo RAG chatbot conversation agent.mp4	253.5 MB
/8 - OpenSearch Dashboards Observability/
1 -Getting Started Query Languages Components.mp4	182.0 MB
2 -Demo Dashboards End-End walkthrough.mp4	131.8 MB
3 -Demo Analyzing Data.mp4	112.8 MB
4 -Demo Creating Dashboards.mp4	62.6 MB
5 -Demo Custom Branding.mp4	27.4 MB
6 -Demo DQL.mp4	146.8 MB
7 -Demo Observability Integrations Notebooks Reporting Search Relevance.mp4	111.0 MB
/9 - Data Prepper Intro/
1 -Data Prepper Use Cases Concepts.mp4	52.9 MB
2 -Data Prepper vs. Logstash Sources Processors Sinks.mp4	72.8 MB
3 -Demo Log ingestion Apache Logs.mp4	156.8 MB
4 -Demo Log Ingestion Open Telemetry Logs.mp4	87.7 MB
/10 - Real Time Projects/
1 -Project1 Load, create, and restore within OpenSearch.mp4	419.6 MB
2 -Project2 Migrate from ElasticSearch to OpenSearch.mp4	343.8 MB
3 -Project3 Geo Spatial Analysis.mp4	196.7 MB
Total files 81