| 1 - Mastering LangChain and AWS Course Intro.mp4 | 52.4 MB | ||
| 10 - Lab SQLite Test.mp4 | 22.7 MB | ||
| 11 - LangChain Setup and Schema Design in SQLite.mp4 | 12.1 MB | ||
| 12 - LangChain Lab SQLDatabaseChain.mp4 | 32.4 MB | ||
| 13 - Agents and Chains.mp4 | 6.6 MB | ||
| 14 - LangChain Labs SQL Agents Toolkits.mp4 | 55 MB | ||
| 15 - Colab LangChain SQLite FAISS OpenAI Embeddings Setup.mp4 | 124.3 MB | ||
| 16 - Query Processing and Agent Setup Architecture.mp4 | 11.8 MB | ||
| 17 - Redis Memory Conversation Buffer Memory.mp4 | 7.3 MB | ||
| 18 - LangChain FewShot Examples Agents.mp4 | 11.1 MB | ||
| 19 - LangChain Lab Agent Executor Colaboratory.mp4 | 17.9 MB | ||
| 2 - OpenAI API Key Setup.mp4 | 14.7 MB | ||
| 20 - LangChain Query Processing Workflow.mp4 | 28.3 MB | ||
| 21 - Configure AWS Access Keys.mp4 | 3.9 MB | ||
| 22 - Creating User Credentials in AWS.mp4 | 4.9 MB | ||
| 23 - Downloading AWS Cloud9 Credentials.mp4 | 15 MB | ||
| 24 - Finalizing AWS Cloud9 Configuration.mp4 | 4.9 MB | ||
| 25 - Part 2 Create and activate an AWS account.mp4 | 26.4 MB | ||
| 26 - Console Home AWS Cloud9 Create Environment.mp4 | 18.3 MB | ||
| 27 - AWS Cloud9 Overview directory setup.mp4 | 12.2 MB | ||
| 28 - Setting Up SerpAPI Keys.mp4 | 12.1 MB | ||
| 29 - AWS Cloud9 ENV file Setup.mp4 | 10.3 MB | ||
| 3 - US Treasury Yield Curve.mp4 | 11.7 MB | ||
| 30 - AWS Cloud9 Part 2 Project folders and directories setup.mp4 | 6.6 MB | ||
| 31 - AWS Cloud9 Requirements Setup.mp4 | 15.4 MB | ||
| 32 - Project Requirements and Setup.mp4 | 15 MB | ||
| 33 - Setting Up Dependencies in AWS Cloud9.mp4 | 10.3 MB | ||
| 34 - Guide Redis Container Setup.mp4 | 17.9 MB | ||
| 34 - run-redis-service.sh | 204.8 B | ||
| 35 - Setting Up Database Scripts Efficiently.mp4 | 24.7 MB | ||
| 36 - Initializing LangChain Agents A StepbyStep Guide.mp4 | 30 MB | ||
| 37 - Recap Retrievers and Embeddings in LangChain.mp4 | 24.5 MB | ||
| 38 - Langchain Initialize Agent Review.mp4 | 21.8 MB | ||
| 39 - Langchain Query Testing and Troubleshooting.mp4 | 89.1 MB | ||
| 4 - St Louis Fed Web Services FRED API.mp4 | 25.4 MB | ||
| 40 - Redis Session Management.mp4 | 84.6 MB | ||
| 40 - run-redis-service.sh | 204.8 B | ||
| 41 - OpenAIEmbeddings and FAISS Setup.mp4 | 98.1 MB | ||
| 42 - Langchain Integrating ZeroShotAgent and SQL Agent.mp4 | 78.4 MB | ||
| 43 - Langchain Integrating ZeroShotAgent with AgentExecutor.mp4 | 56.5 MB | ||
| 44 - LangChain Query Testing.mp4 | 55.4 MB | ||
| 45 - EBS volumes Resizing on Cloud9.mp4 | 3 MB | ||
| 46 - Resizing EBS Volumes A HowTo Guide.mp4 | 12.1 MB | ||
| 47 - Rebooting AWS Cloud9 Systems.mp4 | 14.8 MB | ||
| 48 - Dockerfile | 512 B | ||
| 48 - Dockerfile Creating an Effective Dockerfile.mp4 | 28 MB | ||
| 49 - Building Docker Images on AWS A StepbyStep Guide.mp4 | 6.8 MB | ||
| 5 - US Business Cycle Expansions and Contractions NBER.mp4 | 14.6 MB | ||
| 50 - AWS Credentials for ECR ID Region.mp4 | 3.8 MB | ||
| 50 - build-docker.sh | 102.4 B | ||
| 50 - run-container.sh | 409.6 B | ||
| 51 - Bash Script for ECR Credentials Management.mp4 | 3.7 MB | ||
| 52 - Advanced Bash Infrastructure Scripting Techniques.mp4 | 7.9 MB | ||
| 53 - Pushing Docker Containers Best Practices.mp4 | 14.6 MB | ||
| 53 - push-to-ecr.sh | 204.8 B | ||
| 54 - Optimizing SQLAgent Refactoring Strategies.mp4 | 5.3 MB | ||
| 55 - SQL Agent Refactoring Techniques.mp4 | 55.2 MB | ||
| 56 - Scripting Setup for Docker Flask and Apppy.mp4 | 15.5 MB | ||
| 56 - app.py.py | 819.2 B | ||
| 57 - Scripting for Efficient Data Insertion.mp4 | 9.3 MB | ||
| 58 - AWS RDS PostgreSQL Data Setup.mp4 | 8 MB | ||
| 59 - AWS Security VPCs Security Groups Subnets.mp4 | 49.1 MB | ||
| 59 - ECS-Service-Creation-ECS-Chapter.pdf | 64.6 KB | ||
| 6 - Lab Colab Data tables setup Part 1.mp4 | 43.6 MB | ||
| 6 - Udemy-LangChain-SQLite-Setup.ipynb | 134.9 KB | ||
| 60 - Introduction to AWS Elastic Container Service.mp4 | 24.7 MB | ||
| 61 - AWS Architecture Security.mp4 | 13.9 MB | ||
| 62 - Overview of My AWS RDS Instance.mp4 | 11.9 MB | ||
| 63 - Comprehensive AWS RDS Setup Guide.mp4 | 29.6 MB | ||
| 64 - Setting Up RDS in EC2 VPC Part 2.mp4 | 17.8 MB | ||
| 65 - Creating AWS Security Groups for RDS.mp4 | 5.8 MB | ||
| 66 - Advanced RDS Configuration Part 3.mp4 | 25.3 MB | ||
| 67 - Building Tagging and Pushing Docker Images in ECS Cluster.mp4 | 8.4 MB | ||
| 68 - AWS ECS Cluster Task Service Creation.mp4 | 58.4 MB | ||
| 68 - ECS-Service-Creation-ECS-Chapter.pdf | 64.6 KB | ||
| 69 - Configuring RDS Security Groups in VPC Console.mp4 | 18.8 MB | ||
| 7 - Code File.html | 0 B | ||
| 7 - Dockerfile | 512 B | ||
| 7 - build-docker.sh | 102.4 B | ||
| 7 - create-docker-network.sh | 102.4 B | ||
| 7 - fetch-insert-data.py | 2 KB | ||
| 7 - initialize-agent.py | 11.4 KB | ||
| 7 - push-to-ecr.sh | 204.8 B | ||
| 7 - run-container.sh | 409.6 B | ||
| 7 - set-requirements.sh | 512 B | ||
| 7 - setup-rds-database.py | 2.8 KB | ||
| 70 - Elastic Container Service ECS Clusters in useast1 Region.mp4 | 8.9 MB | ||
| 71 - Testing AWS ECS Endpoints.mp4 | 10.1 MB | ||
| 72 - Testing AWS ECS Cluster with Economic Data Agent.mp4 | 14.5 MB | ||
| 73 - US Treasury Yield Curve Check.mp4 | 21.2 MB | ||
| 74 - Utilizing LangChain Tools A Practical Guide.mp4 | 8.2 MB | ||
| 75 - Tools Langchain Documentation Overview.mp4 | 23.4 MB | ||
| 76 - Create Langchain Tools AWS PostgreSQL Example.mp4 | 36.7 MB | ||
| 77 - AWS Resource Clean Up.mp4 | 25.2 MB | ||
| 78 - Thank You.mp4 | 17.1 MB | ||
| 8 - SQLite Business Cycles Table.mp4 | 73.7 MB | ||
| 9 - Lab SQLite FRED Data Load.mp4 | 55.9 MB | ||
| Bonus Resources.txt | 409.6 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ▲ 99 total files | |||
Mastering Langchain And Aws: A Guide To Economic Analysis
https://DevCourseWeb.com
Published 2/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.93 GB | Duration: 6h 38m
Unlock the power of economic data analysis with LangChain and AWS, covering SQL, data modeling, and cloud computing.
What you'll learn
Utilize LangChain and AWS for advanced economic data analysis and model deployment
Set up and manage AWS RDS and ECS services for scalable data applications.
Implement SQL databases and execute complex queries for economic indicators analysis.
Develop and refine AI agents using LangChain for specific economic data retrieval tasks.
Requirements
Basic understanding of Python programming, and willingness to learn cloud-based technologies.
Access to a computer with internet connection, capable of running Google Colab and AWS Cloud9.
No prior experience with AWS or LangChain required; introductory concepts will be covered.
Interest in economic data analysis and applying AI for data insights.
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Udemy - Mastering CAN Network - Vector CANoe,CANalyzer, CAPL and Theory Posted by
freecoursewb in Other
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| 540.5 MB | freecoursewb | 1 day | 1 | 16 | |
| 2.7 GB | freecoursewb | 1 day | 0 | 0 | |
| 625.6 MB | freecoursewb | 3 weeks | 10 | 4 |
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