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

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File Name
Size
1 - OpenSearch - Getting Started/4 -elasticsearch_opensearch_full_repo.zip
412 MB
1 - OpenSearch - Getting Started/2 -PreRequisites Why Elasticsearch Motivation Course Environment.mp4
84 MB
1 - OpenSearch - Getting Started/3 -Demo Folders Overall course at a glimpse.mp4
52 MB
1 - OpenSearch - Getting Started/4 -Demo Datasets Projects Course Material Downloads.mp4
69 MB
1 - OpenSearch - Getting Started/4 -docs_pdf_weasyprint.zip
6.9 MB
1 - OpenSearch - Getting Started/4 -elasticsearch_for_relative_context_data.zip
7.0 MB
1 - OpenSearch - Getting Started/1 -Who are we Housekeeping Machine resources needed.mp4
38 MB
1 - OpenSearch - Getting Started/4 -final_ppts.zip
89 MB
1 - OpenSearch - Getting Started/4 -mermaid_diagrams.zip
44 kB
1 - OpenSearch - Getting Started/4 -mermaid_images.zip
1.1 MB
1 - OpenSearch - Getting Started/4 -opensearch_data.zip
174 MB
2 - Installation and System Requirements/1 -System & Network Requirements Configuration.mp4
87 MB
2 - Installation and System Requirements/2 -Plugins Upgrading.mp4
70 MB
2 - Installation and System Requirements/3 -OS client libraries.mp4
37 MB
2 - Installation and System Requirements/4 -Demo Setup, Install, Configure and Access OpenSearch on AWS EC2 Instance.mp4
94 MB
2 - Installation and System Requirements/5 -Demo Continued Setup, Install, Configure and Access OpenSearch on AWS EC2.mp4
99 MB
2 - Installation and System Requirements/6 -Demo Setup, Install, Configure and Access Opensearch on Local Machine.mp4
103 MB
3 - OpenSearch Concepts/1 -What is Search - Analogy.mp4
96 MB
3 - OpenSearch Concepts/2 -What is OpenSearch History Capabilities Related Projects.mp4
30 MB
3 - OpenSearch Concepts/3 -Types of Searches.mp4
68 MB
3 - OpenSearch Concepts/4 -Advanced Search Types.mp4
47 MB
3 - OpenSearch Concepts/5 -Use Cases By Industry Use Cases By Job Function.mp4
41 MB
3 - OpenSearch Concepts/6 -Competitive Analysis OpenSearch vs. ElasticSearch.mp4
77 MB
3 - OpenSearch Concepts/7 -OS Architecture Shards Inverted Index TF-IDF BM25 Algorithm.mp4
93 MB
4 - OpenSearch - Text Analysis/1 -Demo ElasticSearch minimal.mp4
85 MB
4 - OpenSearch - Text Analysis/2 -Demo ES & OS minimal (continued).mp4
224 MB
4 - OpenSearch - Text Analysis/3 -Text Analysis Pipeline.mp4
36 MB
4 - OpenSearch - Text Analysis/4 -Analyzer Components Use Cases Built-in vs. Custom.mp4
82 MB
4 - OpenSearch - Text Analysis/5 -Normalization Techniques Tokenizers Token filters.mp4
68 MB
4 - OpenSearch - Text Analysis/6 -Demo ES & OS minimal (continued).mp4
114 MB
4 - OpenSearch - Text Analysis/7 -Demo Mappings.mp4
262 MB
4 - OpenSearch - Text Analysis/8 -Demo mappings(continued).mp4
228 MB
4 - OpenSearch - Text Analysis/9 -Demo Text Analysis.mp4
67 MB
5 - OpenSearch - Traditional and AIML Search/1 -Search Methods Search Query Languages Search Performance Search Relevance.mp4
43 MB
5 - OpenSearch - Traditional and AIML Search/2 -Search Results Highlight Paginate Sort Collapse AutoComplete.mp4
85 MB
5 - OpenSearch - Traditional and AIML Search/3 -Retrieve Specific Fields Keyword Search.mp4
43 MB
5 - OpenSearch - Traditional and AIML Search/4 -Demo Search Data.mp4
226 MB
5 - OpenSearch - Traditional and AIML Search/5 -Demo Search Data (continued).mp4
144 MB
5 - OpenSearch - Traditional and AIML Search/6 -kNN Search kNN Index.mp4
34 MB
5 - OpenSearch - Traditional and AIML Search/7 -Neural Search.mp4
92 MB
5 - OpenSearch - Traditional and AIML Search/8 -AI ML LLM - Intuition & Analogies.mp4
244 MB
5 - OpenSearch - Traditional and AIML Search/9 -Demo Sentence Transformers.mp4
242 MB
5 - OpenSearch - Traditional and AIML Search/10 -Demo RAG multi-modal.mp4
192 MB
5 - OpenSearch - Traditional and AIML Search/11 -Vector Indexing.mp4
146 MB
5 - OpenSearch - Traditional and AIML Search/12 -Demo kNN Search.mp4
107 MB
5 - OpenSearch - Traditional and AIML Search/13 -Demo Neural Search.mp4
186 MB
5 - OpenSearch - Traditional and AIML Search/14 -Demo Neural Search (continued).mp4
213 MB
5 - OpenSearch - Traditional and AIML Search/15 -Demo Edge Ngrams.mp4
75 MB
6 - Machine Learning/1 -ML Commons Plugin Algorithms Choosing and using LLM Models per OS jargon.mp4
199 MB
6 - Machine Learning/2 -Demo OS pretrained sentence transformer model msmarco distilbert.mp4
198 MB
6 - Machine Learning/3 -Demo OS pretrained sentence transformer local ONNX.mp4
198 MB
6 - Machine Learning/4 -Demo OS pretrained sentence transformer local TORCH.mp4
99 MB
6 - Machine Learning/5 -Demo OS sentence transformers not registered local ONNX.mp4
65 MB
6 - Machine Learning/6 -Demo OS supported pretrained SPARSE ENCODING.mp4
94 MB
6 - Machine Learning/7 -Demo OS supported pretrained CROSS ENCODER.mp4
70 MB
6 - Machine Learning/8 -External Model Remote Model Call OpenAI Demos.mp4
271 MB
6 - Machine Learning/9 -Connector Blue Prints Pre & Post processing Demos.mp4
245 MB
6 - Machine Learning/10 -Guardrails Stop Words Demos.mp4
95 MB
7 - Agents and Tools/1 -Overview Types of Agents Demo Flow Agent (rag).mp4
290 MB
7 - Agents and Tools/2 -Demo RAG with non-supported sentence transformers.mp4
129 MB
7 - Agents and Tools/3 -Demo RAG with interns dataset.mp4
240 MB
7 - Agents and Tools/4 -Tools Rerank.mp4
15 MB
7 - Agents and Tools/5 -Demo Rerank with cross encoding.mp4
192 MB
7 - Agents and Tools/6 -Demo RAG conversational flow agent with memory.mp4
240 MB
7 - Agents and Tools/7 -Demo RAG conversational flow agent with multiple knowledge bases aka. indices.mp4
85 MB
7 - Agents and Tools/8 -Demo RAG dynamic index selection.mp4
126 MB
7 - Agents and Tools/9 -Demo RAG chatbot conversation agent.mp4
242 MB
8 - OpenSearch Dashboards Observability/1 -Getting Started Query Languages Components.mp4
174 MB
8 - OpenSearch Dashboards Observability/2 -Demo Dashboards End-End walkthrough.mp4
126 MB
8 - OpenSearch Dashboards Observability/3 -Demo Analyzing Data.mp4
108 MB
8 - OpenSearch Dashboards Observability/4 -Demo Creating Dashboards.mp4
60 MB
8 - OpenSearch Dashboards Observability/5 -Demo Custom Branding.mp4
26 MB
8 - OpenSearch Dashboards Observability/6 -Demo DQL.mp4
140 MB
8 - OpenSearch Dashboards Observability/7 -Demo Observability Integrations Notebooks Reporting Search Relevance.mp4
106 MB
9 - Data Prepper Intro/1 -Data Prepper Use Cases Concepts.mp4
50 MB
9 - Data Prepper Intro/2 -Data Prepper vs. Logstash Sources Processors Sinks.mp4
69 MB
9 - Data Prepper Intro/3 -Demo Log ingestion Apache Logs.mp4
150 MB
9 - Data Prepper Intro/4 -Demo Log Ingestion Open Telemetry Logs.mp4
84 MB
10 - Real Time Projects/1 -Project1 Load, create, and restore within OpenSearch.mp4
400 MB
10 - Real Time Projects/2 -Project2 Migrate from ElasticSearch to OpenSearch.mp4
328 MB
10 - Real Time Projects/3 -Project3 Geo Spatial Analysis.mp4
188 MB