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TORRENT DETAILS
Udemy - Mastering Langchain And Aws - A Guide To Economic Analysis
TORRENT SUMMARY
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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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FILE LIST
Filename
Size
~Get Your Files Here !/1 - Course Introduction Setup Business Cycles/1 - Mastering LangChain and AWS Course Intro.mp4
52.4 MB
~Get Your Files Here !/1 - Course Introduction Setup Business Cycles/10 - Lab SQLite Test.mp4
22.7 MB
~Get Your Files Here !/1 - Course Introduction Setup Business Cycles/11 - LangChain Setup and Schema Design in SQLite.mp4
12.1 MB
~Get Your Files Here !/1 - Course Introduction Setup Business Cycles/12 - LangChain Lab SQLDatabaseChain.mp4
32.4 MB
~Get Your Files Here !/1 - Course Introduction Setup Business Cycles/2 - OpenAI API Key Setup.mp4
14.7 MB
~Get Your Files Here !/1 - Course Introduction Setup Business Cycles/3 - US Treasury Yield Curve.mp4
11.7 MB
~Get Your Files Here !/1 - Course Introduction Setup Business Cycles/4 - St Louis Fed Web Services FRED API.mp4
25.4 MB
~Get Your Files Here !/1 - Course Introduction Setup Business Cycles/5 - US Business Cycle Expansions and Contractions NBER.mp4
14.6 MB
~Get Your Files Here !/1 - Course Introduction Setup Business Cycles/6 - Lab Colab Data tables setup Part 1.mp4
43.6 MB
~Get Your Files Here !/1 - Course Introduction Setup Business Cycles/6 - Udemy-LangChain-SQLite-Setup.ipynb
134.9 KB
~Get Your Files Here !/1 - Course Introduction Setup Business Cycles/7 - build-docker.sh
77 B
~Get Your Files Here !/1 - Course Introduction Setup Business Cycles/7 - Code File.html
47 B
~Get Your Files Here !/1 - Course Introduction Setup Business Cycles/7 - create-docker-network.sh
76 B
~Get Your Files Here !/1 - Course Introduction Setup Business Cycles/7 - Dockerfile
556 B
~Get Your Files Here !/1 - Course Introduction Setup Business Cycles/7 - fetch-insert-data.py
2 KB
~Get Your Files Here !/1 - Course Introduction Setup Business Cycles/7 - initialize-agent.py
11.4 KB
~Get Your Files Here !/1 - Course Introduction Setup Business Cycles/7 - push-to-ecr.sh
210 B
~Get Your Files Here !/1 - Course Introduction Setup Business Cycles/7 - run-container.sh
365 B
~Get Your Files Here !/1 - Course Introduction Setup Business Cycles/7 - set-requirements.sh
509 B
~Get Your Files Here !/1 - Course Introduction Setup Business Cycles/7 - setup-rds-database.py
2.8 KB
~Get Your Files Here !/1 - Course Introduction Setup Business Cycles/8 - SQLite Business Cycles Table.mp4
73.7 MB
~Get Your Files Here !/1 - Course Introduction Setup Business Cycles/9 - Lab SQLite FRED Data Load.mp4
55.9 MB
~Get Your Files Here !/10 - Clean Up/77 - AWS Resource Clean Up.mp4
25.2 MB
~Get Your Files Here !/10 - Clean Up/78 - Thank You.mp4
17.1 MB
~Get Your Files Here !/2 - LangChain Deep Dive/13 - Agents and Chains.mp4
6.6 MB
~Get Your Files Here !/2 - LangChain Deep Dive/14 - LangChain Labs SQL Agents Toolkits.mp4
55 MB
~Get Your Files Here !/2 - LangChain Deep Dive/15 - Colab LangChain SQLite FAISS OpenAI Embeddings Setup.mp4
124.3 MB
~Get Your Files Here !/2 - LangChain Deep Dive/16 - Query Processing and Agent Setup Architecture.mp4
11.8 MB
~Get Your Files Here !/2 - LangChain Deep Dive/17 - Redis Memory Conversation Buffer Memory.mp4
7.3 MB
~Get Your Files Here !/2 - LangChain Deep Dive/18 - LangChain FewShot Examples Agents.mp4
11.1 MB
~Get Your Files Here !/2 - LangChain Deep Dive/19 - LangChain Lab Agent Executor Colaboratory.mp4
17.9 MB
~Get Your Files Here !/2 - LangChain Deep Dive/20 - LangChain Query Processing Workflow.mp4
28.3 MB
~Get Your Files Here !/3 - Part 1 AWS Security and User Management Part 2 AWS Account Setup/21 - Configure AWS Access Keys.mp4
3.9 MB
~Get Your Files Here !/3 - Part 1 AWS Security and User Management Part 2 AWS Account Setup/22 - Creating User Credentials in AWS.mp4
4.9 MB
~Get Your Files Here !/3 - Part 1 AWS Security and User Management Part 2 AWS Account Setup/23 - Downloading AWS Cloud9 Credentials.mp4
15 MB
~Get Your Files Here !/3 - Part 1 AWS Security and User Management Part 2 AWS Account Setup/24 - Finalizing AWS Cloud9 Configuration.mp4
4.9 MB
~Get Your Files Here !/3 - Part 1 AWS Security and User Management Part 2 AWS Account Setup/25 - Part 2 Create and activate an AWS account.mp4
26.4 MB
~Get Your Files Here !/3 - Part 1 AWS Security and User Management Part 2 AWS Account Setup/26 - Console Home AWS Cloud9 Create Environment.mp4
18.3 MB
~Get Your Files Here !/3 - Part 1 AWS Security and User Management Part 2 AWS Account Setup/27 - AWS Cloud9 Overview directory setup.mp4
12.2 MB
~Get Your Files Here !/3 - Part 1 AWS Security and User Management Part 2 AWS Account Setup/28 - Setting Up SerpAPI Keys.mp4
12.1 MB
~Get Your Files Here !/3 - Part 1 AWS Security and User Management Part 2 AWS Account Setup/29 - AWS Cloud9 ENV file Setup.mp4
10.3 MB
~Get Your Files Here !/3 - Part 1 AWS Security and User Management Part 2 AWS Account Setup/30 - AWS Cloud9 Part 2 Project folders and directories setup.mp4
6.6 MB
~Get Your Files Here !/3 - Part 1 AWS Security and User Management Part 2 AWS Account Setup/31 - AWS Cloud9 Requirements Setup.mp4
15.4 MB
~Get Your Files Here !/3 - Part 1 AWS Security and User Management Part 2 AWS Account Setup/32 - Project Requirements and Setup.mp4
15 MB
~Get Your Files Here !/3 - Part 1 AWS Security and User Management Part 2 AWS Account Setup/33 - Setting Up Dependencies in AWS Cloud9.mp4
10.3 MB
~Get Your Files Here !/3 - Part 1 AWS Security and User Management Part 2 AWS Account Setup/34 - Guide Redis Container Setup.mp4
17.9 MB
~Get Your Files Here !/3 - Part 1 AWS Security and User Management Part 2 AWS Account Setup/34 - run-redis-service.sh
191 B
~Get Your Files Here !/4 - Cloud9 Scripting Database Langchain OpenAI FAISS/35 - Setting Up Database Scripts Efficiently.mp4
24.7 MB
~Get Your Files Here !/4 - Cloud9 Scripting Database Langchain OpenAI FAISS/36 - Initializing LangChain Agents A StepbyStep Guide.mp4
30 MB
~Get Your Files Here !/4 - Cloud9 Scripting Database Langchain OpenAI FAISS/37 - Recap Retrievers and Embeddings in LangChain.mp4
24.5 MB
~Get Your Files Here !/4 - Cloud9 Scripting Database Langchain OpenAI FAISS/38 - Langchain Initialize Agent Review.mp4
21.8 MB
~Get Your Files Here !/4 - Cloud9 Scripting Database Langchain OpenAI FAISS/39 - Langchain Query Testing and Troubleshooting.mp4
89.1 MB
~Get Your Files Here !/4 - Cloud9 Scripting Database Langchain OpenAI FAISS/40 - Redis Session Management.mp4
84.6 MB
~Get Your Files Here !/4 - Cloud9 Scripting Database Langchain OpenAI FAISS/40 - run-redis-service.sh
191 B
~Get Your Files Here !/4 - Cloud9 Scripting Database Langchain OpenAI FAISS/41 - OpenAIEmbeddings and FAISS Setup.mp4
98.1 MB
~Get Your Files Here !/4 - Cloud9 Scripting Database Langchain OpenAI FAISS/42 - Langchain Integrating ZeroShotAgent and SQL Agent.mp4
78.4 MB
~Get Your Files Here !/4 - Cloud9 Scripting Database Langchain OpenAI FAISS/43 - Langchain Integrating ZeroShotAgent with AgentExecutor.mp4
56.5 MB
~Get Your Files Here !/4 - Cloud9 Scripting Database Langchain OpenAI FAISS/44 - LangChain Query Testing.mp4
55.4 MB
~Get Your Files Here !/5 - Chapter 5 AWS EBS Volumes Docker ECR/45 - EBS volumes Resizing on Cloud9.mp4
3 MB
~Get Your Files Here !/5 - Chapter 5 AWS EBS Volumes Docker ECR/46 - Resizing EBS Volumes A HowTo Guide.mp4
12.1 MB
~Get Your Files Here !/5 - Chapter 5 AWS EBS Volumes Docker ECR/47 - Rebooting AWS Cloud9 Systems.mp4
14.8 MB
~Get Your Files Here !/5 - Chapter 5 AWS EBS Volumes Docker ECR/48 - Dockerfile
556 B
~Get Your Files Here !/5 - Chapter 5 AWS EBS Volumes Docker ECR/48 - Dockerfile Creating an Effective Dockerfile.mp4
28 MB
~Get Your Files Here !/5 - Chapter 5 AWS EBS Volumes Docker ECR/49 - Building Docker Images on AWS A StepbyStep Guide.mp4
6.8 MB
~Get Your Files Here !/5 - Chapter 5 AWS EBS Volumes Docker ECR/50 - AWS Credentials for ECR ID Region.mp4
3.8 MB
~Get Your Files Here !/5 - Chapter 5 AWS EBS Volumes Docker ECR/50 - build-docker.sh
77 B
~Get Your Files Here !/5 - Chapter 5 AWS EBS Volumes Docker ECR/50 - run-container.sh
365 B
~Get Your Files Here !/5 - Chapter 5 AWS EBS Volumes Docker ECR/51 - Bash Script for ECR Credentials Management.mp4
3.7 MB
~Get Your Files Here !/5 - Chapter 5 AWS EBS Volumes Docker ECR/52 - Advanced Bash Infrastructure Scripting Techniques.mp4
7.9 MB
~Get Your Files Here !/5 - Chapter 5 AWS EBS Volumes Docker ECR/53 - push-to-ecr.sh
210 B
~Get Your Files Here !/5 - Chapter 5 AWS EBS Volumes Docker ECR/53 - Pushing Docker Containers Best Practices.mp4
14.6 MB
~Get Your Files Here !/6 - Refactoring our Agent/54 - Optimizing SQLAgent Refactoring Strategies.mp4
5.3 MB
~Get Your Files Here !/6 - Refactoring our Agent/55 - SQL Agent Refactoring Techniques.mp4
55.2 MB
~Get Your Files Here !/6 - Refactoring our Agent/56 - app.py.py
855 B
~Get Your Files Here !/6 - Refactoring our Agent/56 - Scripting Setup for Docker Flask and Apppy.mp4
15.5 MB
~Get Your Files Here !/6 - Refactoring our Agent/57 - Scripting for Efficient Data Insertion.mp4
9.3 MB
~Get Your Files Here !/6 - Refactoring our Agent/58 - AWS RDS PostgreSQL Data Setup.mp4
8 MB
~Get Your Files Here !/7 - Advanced AWS Configurations/59 - AWS Security VPCs Security Groups Subnets.mp4
49.1 MB
~Get Your Files Here !/7 - Advanced AWS Configurations/59 - ECS-Service-Creation-ECS-Chapter.pdf
64.6 KB
~Get Your Files Here !/7 - Advanced AWS Configurations/60 - Introduction to AWS Elastic Container Service.mp4
24.7 MB
~Get Your Files Here !/7 - Advanced AWS Configurations/61 - AWS Architecture Security.mp4
13.9 MB
~Get Your Files Here !/7 - Advanced AWS Configurations/62 - Overview of My AWS RDS Instance.mp4
11.9 MB
~Get Your Files Here !/7 - Advanced AWS Configurations/63 - Comprehensive AWS RDS Setup Guide.mp4
29.6 MB
~Get Your Files Here !/7 - Advanced AWS Configurations/64 - Setting Up RDS in EC2 VPC Part 2.mp4
17.8 MB
~Get Your Files Here !/7 - Advanced AWS Configurations/65 - Creating AWS Security Groups for RDS.mp4
5.8 MB
~Get Your Files Here !/7 - Advanced AWS Configurations/66 - Advanced RDS Configuration Part 3.mp4
25.3 MB
~Get Your Files Here !/7 - Advanced AWS Configurations/67 - Building Tagging and Pushing Docker Images in ECS Cluster.mp4
8.4 MB
~Get Your Files Here !/8 - AWS Elastic Container Service and RDS/68 - AWS ECS Cluster Task Service Creation.mp4
58.4 MB
~Get Your Files Here !/8 - AWS Elastic Container Service and RDS/68 - ECS-Service-Creation-ECS-Chapter.pdf
64.6 KB
~Get Your Files Here !/8 - AWS Elastic Container Service and RDS/69 - Configuring RDS Security Groups in VPC Console.mp4
18.8 MB
~Get Your Files Here !/8 - AWS Elastic Container Service and RDS/70 - Elastic Container Service ECS Clusters in useast1 Region.mp4
8.9 MB
~Get Your Files Here !/8 - AWS Elastic Container Service and RDS/71 - Testing AWS ECS Endpoints.mp4
10.1 MB
~Get Your Files Here !/8 - AWS Elastic Container Service and RDS/72 - Testing AWS ECS Cluster with Economic Data Agent.mp4
14.5 MB
~Get Your Files Here !/8 - AWS Elastic Container Service and RDS/73 - US Treasury Yield Curve Check.mp4
21.2 MB
~Get Your Files Here !/9 - LangChain Tools/74 - Utilizing LangChain Tools A Practical Guide.mp4
8.2 MB
~Get Your Files Here !/9 - LangChain Tools/75 - Tools Langchain Documentation Overview.mp4
23.4 MB
~Get Your Files Here !/9 - LangChain Tools/76 - Create Langchain Tools AWS PostgreSQL Example.mp4
