Udemy - Chatgpt For Data Engineers

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Introduction to ChatGPT for Data Engineers
• 1 - What is ChatGPT Overview of Generative AI.mp4 (33.3 MB)
• 2 - Why Data Engineers Should Care About LLMs.mp4 (23.6 MB)
• 3 - Capabilities Limitations of ChatGPT.mp4 (31.5 MB)
• 4 - ChatGPT Sneak Peek.mp4 (25.0 MB)
• 5 - Hands On Practice Part 1.mp4 (87.8 MB)
• 5 - Hands-On-Activity-1.txt (5.4 KB)
• 6 - Use Cases of ChatGPT in Data Engineering.mp4 (45.2 MB)
• 7 - Hands On Practice Part 2.mp4 (155.0 MB)
• 7 - Hands-On-Activity-2.txt (7.9 KB)
2 - Mastering Prompt Engineering
• 10 - Hands On Practice Part 3.mp4 (55.6 MB)
• 10 - Hands-On-Activity-3.txt (1.8 KB)
• 11 - Prompt Patterns Templates Chains and Variables.mp4 (18.5 MB)
• 12 - Debugging and Refining Prompts for Better Results.mp4 (36.6 MB)
• 8 - What is Prompt Engineering.mp4 (40.5 MB)
• 9 - Crafting Effective Prompts for Data Tasks.mp4 (38.1 MB)
3 - ChatGPT for Data Exploration and SQL
• 13 - Writing and Optimizing SQL Queries with ChatGPT.mp4 (55.4 MB)
• 14 - Data Profiling and Summarization.mp4 (25.3 MB)
• 15 - Explaining Complex Queries and Database Schemas.mp4 (39.8 MB)
• 16 - Data Cleaning Suggestions Using AI.mp4 (58.8 MB)
4 - ChatGPT for Python Data Pipelines
• 17 - Autogenerating Python Scripts and Functions.mp4 (55.0 MB)
• 18 - Converting Pseudocode to Productionready Code.mp4 (17.9 MB)
• 19 - Writing ETL Scripts with ChatGPT.mp4 (27.6 MB)
• 20 - Using ChatGPT for Code Reviews and Refactoring.mp4 (23.9 MB)
5 - Integrating ChatGPT with Data Engineering Tools
• 21 - ChatGPT-Apache-Spark-Integration-Scala.pdf (143.6 KB)
• 21 - Connecting ChatGPT to Apache Spark Jobs.mp4 (25.1 MB)
• 22 - Automating Airflow DAG Generation.mp4 (24.5 MB)
• 23 - Assisting with Kafka Topic Management.mp4 (60.3 MB)
• 24 - ChatGPT for Dockerfile and Kubernetes YAML Creation.mp4 (45.3 MB)
6 - Automation Documentation with ChatGPT
• 25 - Autogenerating Project Documentation.mp4 (47.4 MB)
• 26 - Writing README Files and Code Comments.mp4 (22.8 MB)
• 27 - Explaining Data Workflows to NonTechnical Stakeholders.mp4 (36.6 MB)
• 28 - Creating Architecture Diagrams from Text Prompts.mp4 (20.1 MB)
7 - ChatGPT for DevOps Monitoring
• 29 - Writing Bash Scripts and Monitoring Scripts.mp4 (18.3 MB)
• 30 - Assisting with CICD YAML Configuration.mp4 (20.3 MB)
• 31 - Analyzing Log Files with ChatGPT.mp4 (35.9 MB)
• 32 - Suggestions for Performance Tuning.mp4 (36.4 MB)
8 - Ethical Use Risks and Limitations
• 33 - Avoiding OverReliance on AI.mp4 (20.0 MB)
• 34 - Validating AIGenerated Code and Outputs.mp4 (16.3 MB)
• 35 - Data Privacy Security Considerations.mp4 (15.0 MB)
• 36 - Responsible Use of Generative AI in Data Teams.mp4 (14.9 MB)
• Bonus Resources.txt (0.1 KB)