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5. Python 2 vs Python 3.mp4
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1 - Introduction to Python & Setup
10 - Python Modules and Packages
11 - Intermediate to Advanced Python
12 - Working with APIs and Web Requests
13 - Automation and Scripting
14 - Introduction to Data Science with Python
2 - Python Basics
3 - Control Flow
4 - Loops and Iterations
5 - Data Structures in Python
6 - Functions and Scope
7 - Error Handling and Exceptions
8 - File Handling
9 - Object-Oriented Programming (OOP)
28. Instance vs Class Variables.mp4
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1 - Introduction
10 - Fundamentals of AI Agents
11 - Building Your First Agentic AI Agent
12 - LangChain for Agent Development – Industry tool
13 - RAG - Retrieval-Augmented Generation
14 - Practical AI Prompts for Real-World Projects
15 - Deployment & Scaling – Production-ready skills
2 - Agentic AI Fundamentals
3 - Mastering the Future Essential AI Tools for Every Professional
4 - Generative AI Basic concepts
5 - Setting up and Exploring the Power of ChatGPT
6 - Python Setting up and Local Development
7 - Generative AI for Real-World Business - Use Cases
8 - Generative AI for Content Creation – Automation
9 - Agentic AI - Understanding LLMs (Core Engine)
38. Zero-shot vs Few-shot prompting.mp4
MP4
10.7 MB
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1 - Introduction to Data Science and Python
2 - Python Fundamentals for Data Science
3 - Working with Data Using Pandas
4 - Numerical Computing with NumPy
5 - Data Visualization
6 - Exploratory Data Analysis (EDA)
7 - Introduction to Statistics for Data Science
8 - Machine Learning with Scikit Learn
37. Supervised vs Unsupervised Learning.mp4
MP4
72.9 MB
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1 - Introduction
2 - VibeCoding with Claude Configurations
3 - Building Desktop Applications
4 - Automation with Python
5 - Web Interphases
25. When to build Web vs Desktop.mp4
MP4
58.9 MB
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1 - Welcome & How to Use This Course
10 - Costs, Scaling & Ops
demo-9-1-cost-optimization
demo-9-2-autoscaling-backpressure
demo-9-3-rate-limiting
11 - Security, Privacy & Responsible AI
demo-10-1-prompt-injection
data
docs
demo-10-2-sanitization-validation
demo-10-3-data-retention
12 - Advanced Topics
demo-11-1-multimodal-basics
images
demo-11-2-faiss-sharding
code
docs
shard_a_product
shard_b_pricing
shard_c_sdk
demo-11-3-edge-on-device
code
13 - Capstone Build, Demo & Reflect
2 - Quick Foundations
3 - Setup, Demo Modes & Reproducibility
demo-2-4-live
node-express
python-fastapi
module-02-lecture-02-demo
code
logs
mock
tests
4 - Prompt Engineering in Practice
demo-3-1-iterative-prompt-improvement
code
demo-3-2-message-structures
code
demo-3-3-output-schemas
code
demo-3-4-prompt-pipelines
code
demo-3-5-code-gen-validation
code
5 - Retrieval-Augmented Generation (RAG)
1 - RAG vs Plain Prompts.mp4
MP4
55.9 MB
demo-4-1-rag-vs-plain
code
docs
demo-4-2-faiss-index
code
docs
demo-4-3-rag-precomputed
code
docs
demo-4-4-context-window
code
docs
6 - Fine-Tuning & Customization
1 - Dataset Prep & Validation.mp4
MP4
103.8 MB
2 - Fine-Tune Workflow End to End.mp4
MP4
287.8 MB
3 - Alternatives to Fine-Tuning.mp4
MP4
59.6 MB
demo-5-1-dataset-prep
code
data
raw
demo-5-2-fine-tune-workflow
code
data
processed
demo-5-3-alternatives
code
data
docs
7 - Building Chat Apps Web
1 - App Architectures Serverless vs Serverful.mp4
MP4
19.5 MB
2 - Streaming & Real-Time Chat Backend.mp4
MP4
53.5 MB
3 - React Chat UI with Streaming & Markdown.mp4
MP4
115.1 MB
demo-6-1-app-architectures
code
demo-6-2-streaming-chat
code
demo-6-3-react-chat-stream
server
web
src
components
8 - Agents, Tools & Safe Execution
1 - Agent Basics Orchestrating Tools.mp4
MP4
40.9 MB
2 - Code-Execution Tool with Sandboxed Tests.mp4
MP4
181.3 MB
3 - Tool Validation & Safety Guardrails.mp4
MP4
69.2 MB
demo-7-1-agent-basics
demo-7-2-code-exec-sandbox
sandbox
demo-7-3-tool-guardrails
9 - Testing, Monitoring & Observability
1 - Unit & Integration Testing LLM Outputs.mp4
MP4
58.3 MB
2 - Evaluation Harness & Human Review Queue.mp4
MP4
89.3 MB
3 - Simple Observability with Logs & SQLite.mp4
MP4
78.2 MB
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5. Python 2 vs Python 3.mp4
MP4
19.1 MB
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1 - Introduction
2 - Python Language Basics
3 - Python Program Flow Control Structures
4 - Python Handling Errors
5 - Python Functions
24 - Python Global vs Local Scope.mp4
MP4
111.7 MB
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1 - Python Introduction
2 - Python Installation
3 - Comments in Python
4 - Python Variables
5 - Operators in Python
6 - Tuple Data Type in Python
7 - Set Data Type in Python
47 - List vs Tuple vs Set.mp4
MP4
29.2 MB
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1 - SQL & Database Basics
10 - Advanced SQL Programming Concepts
11 - SQL Interview Preparation – Data Engineer
12 - Advanced Interview Questions (SQL + Python)
2 - Data Insertion & Basic Constraints
3 - Keys & Relationships
4 - Filtering Sorting & Data Modification
5 - Conditional Logic & Aggregation
6 - Advanced Filtering & Result Control
7 - SQL Joins & Set Operations
22. Union vs Union all IN SQL.mp4
MP4
62.6 MB
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1 - Introduction and Outline
10 - Extra Help With Python Coding for Beginners (FAQ by Student Request)
11 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)
12 - Appendix FAQ Finale
2 - The High-Level Picture
3 - Bayes Rule and Probability Review
4 - Traditional A B Testing
5 - Bayesian A B Testing
6 - Bayesian A B Testing Extension
63. Confidence Interval Approximation vs. Beta Posterior.mp4
MP4
17.5 MB
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1 - Pydantic In A Nutshell
2 - Type Hinting Foundations
3 - Factories, Enums, And Other Props
4 - Custom Validators
5 - Model Serialization And Deserialization
6 - Capstone Project Building A Modern Python API With Pydantic, FastAPI And Redis
35. Poll vs PollCreate.mp4
MP4
68.9 MB
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CCIE 5.2.1- Mastering Python NAPALM Python 3 vs. 2.7 - Todd Lammle, LLC.mp4
MP4
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CCIE 5.2.1- Mastering Python NAPALM Python 3 vs. 2.7 - Todd Lammle, LLC.mp4
MP4
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18. Learn Python
5. Python 2 vs Python 3.mp4
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5. Python 2 vs Python 3.mp4
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1 - Introduction the Course, FAQs, Strategy and End Goal
10 - Getting letter from Senator and Congressman
11 - Conclusion and Take-aways
12 - Replying to RFE
13 - Quizes
14 - Intro to my other Free Courses on Udemy
2 - Intro to Research Topic Selection and Support
3 - Research publications Tools & Support
4 - Python Automation tools
5 - Latex Code for the Application
6 - How to Select the best Journal for your work
47. Journals High vs Low Quality; USA vs Outside Editorial; Rigroous vs Relaxed.mp4
MP4
78 MB
56. Comparing Scopus vs ESCBO (US Commerce Library) harder does not exposure.mp4
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196.3 MB
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Udemy - Complete Machine Learning and Data Science Zero to Mastery
18. Learn Python
5. Python 2 vs Python 3.mp4
MP4
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5. Python 2 vs Python 3.mp4
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5. Python 2 vs Python 3.mp4
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[DesireCourse.Net] Udemy - Cluster Analysis and Unsupervised Machine Learning in Python
5. Appendix
9. Python 2 vs Python 3.mp4
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