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[ WebToolTip.com ] Udemy - AI Bible - From Beginner to Builder in 100 Projects

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2.4 GB
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7
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2
Files
98
Category
Other
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at 10:32am GMT+1
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Description
AI Bible: From Beginner to Builder in 100 Projects


https://WebToolTip.com


Published 5/2025

Created by Vivian Aranha

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Level: All | Genre: eLearning | Language: English | Duration: 40 Lectures ( 3h 8m ) | Size: 2.4 GB


Master AI by building 100 real-world projects using Python, LLMs, agents, tools like LangChain, Ollama, and Streamlit


What you'll learn

Build and deploy 100 practical AI and ML projects from scratch

Understand core concepts in NLP, computer vision, and agents

Use libraries like PyTorch, TensorFlow, HuggingFace, and LangChain

Create AI apps with Streamlit, FastAPI, and Gradio

Fine-tune LLMs and build RAG and agentic systems locally

Apply AI in real-world domains: health, finance, education, etc.

Integrate speech, image, and text models into full-stack apps

Evaluate and test LLMs for safety, alignment, and accuracy

Use tools like ChromaDB, Ollama, and LangGraph offline

Develop ethical, aligned, and human-centered AI systems


Requirements

A basic understanding of Python programming (variables, functions, loops)

Familiarity with using Jupyter Notebooks or any Python IDE

An interest in exploring how AI works through real-world projects

A computer with at least 8GB of RAM and a stable internet connection

(Optional) Basic knowledge of machine learning or data science concepts

No prior AI/ML experience is required. This course will guide you from foundational topics to advanced projects step by step.

File list
  • [ WebToolTip.com ] Udemy - AI Bible - From Beginner to Builder in 100 Projects
  • ~Get Your Files Here !/1 - Foundations of Artificial Intelligence/1 -What is Artificial Intelligence.mp4 97.5 MB
  • ~Get Your Files Here !/1 - Foundations of Artificial Intelligence/2 -Mathematics for AI.mp4 83.1 MB
  • ~Get Your Files Here !/1 - Foundations of Artificial Intelligence/3 -Programming for AI.mp4 88.4 MB
  • ~Get Your Files Here !/1 - Foundations of Artificial Intelligence/4 -Machine Learning Basics.mp4 106.3 MB
  • ~Get Your Files Here !/2 - Core Domains of AI/1 -Deep Learning.mp4 105.8 MB
  • ~Get Your Files Here !/2 - Core Domains of AI/2 -Natural Language Processing.mp4 106.4 MB
  • ~Get Your Files Here !/2 - Core Domains of AI/3 -Computer Vision.mp4 97.9 MB
  • ~Get Your Files Here !/2 - Core Domains of AI/4 -Speech and Audio Processing.mp4 91.1 MB
  • ~Get Your Files Here !/2 - Core Domains of AI/5 -Reinforcement Learning.mp4 112.1 MB
  • ~Get Your Files Here !/3 - Tools, Frameworks, and Infrastructure/1 -Popular AI Frameworks.mp4 85.2 MB
  • ~Get Your Files Here !/3 - Tools, Frameworks, and Infrastructure/2 -Data Handling and MLOps.mp4 88.3 MB
  • ~Get Your Files Here !/3 - Tools, Frameworks, and Infrastructure/3 -Building AI Pipelines.mp4 66.1 MB
  • ~Get Your Files Here !/3 - Tools, Frameworks, and Infrastructure/4 -Cloud vs Local AI.mp4 78.4 MB
  • ~Get Your Files Here !/4 - Agentic AI and Autonomous Systems/1 -AI Agents.mp4 80 MB
  • ~Get Your Files Here !/4 - Agentic AI and Autonomous Systems/2 -Multi-Agent Systems.mp4 82.8 MB
  • ~Get Your Files Here !/4 - Agentic AI and Autonomous Systems/3 -Model Context Protocol (MCP).mp4 74.3 MB
  • ~Get Your Files Here !/5 - Real-World Applications/1 -AI in Healthcare.mp4 78.1 MB
  • ~Get Your Files Here !/5 - Real-World Applications/2 -AI in Finance.mp4 79.9 MB
  • ~Get Your Files Here !/5 - Real-World Applications/3 -AI in Manufacturing and Robotics.mp4 68.3 MB
  • ~Get Your Files Here !/5 - Real-World Applications/4 -AI in Education, Law, and Media.mp4 72.5 MB
  • ~Get Your Files Here !/5 - Real-World Applications/5 -AI in National Security and Defense.mp4 71.4 MB
  • ~Get Your Files Here !/6 - Ethics, Safety, and Philosophy/1 -Ethics and Bias in AI.mp4 77.7 MB
  • ~Get Your Files Here !/6 - Ethics, Safety, and Philosophy/2 -AI Safety and Alignment.mp4 77.7 MB
  • ~Get Your Files Here !/6 - Ethics, Safety, and Philosophy/3 -AI and Society.mp4 59.8 MB
  • ~Get Your Files Here !/6 - Ethics, Safety, and Philosophy/4 -Philosophy of Mind and Machine Consciousness.mp4 74 MB
  • ~Get Your Files Here !/7 - The Future of AI/1 -AGI and Superintelligence.mp4 72.1 MB
  • ~Get Your Files Here !/7 - The Future of AI/2 -Quantum AI.mp4 74 MB
  • ~Get Your Files Here !/7 - The Future of AI/3 -AI + Other Emerging Tech.mp4 62 MB
  • ~Get Your Files Here !/7 - The Future of AI/4 -AI Governance and Global Policy.mp4 81.5 MB
  • ~Get Your Files Here !/7 - The Future of AI/5 -The Road Ahead.mp4 52.2 MB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 - Advanced, Experimental, and Ethics (Days 91–100).html 669 B
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 - AI Agents + Automation (Days 51–60).html 510 B
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 - Computer Vision (Days 41–50).html 499 B
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 - Foundations (Days 1–10).html 593 B
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 - Healthcare + Finance + Retail (Days 71–80).html 531 B
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 - NLP Projects (Days 31–40).html 533 B
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 - Speech and Audio (Days 61–70).html 508 B
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 - Supervised Learning Projects (Days 11–20).html 584 B
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 - Unsupervised + Semi-Supervised (Days 21–30).html 621 B
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 - Web + Deployment (Days 81–90).html 522 B
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project1.pdf 153.9 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project10.pdf 137.2 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project100.pdf 82.3 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project11.pdf 165.7 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project12.pdf 143.3 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project13.pdf 136.3 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project14.pdf 132.3 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project15.pdf 177.6 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project16.pdf 135.1 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project17.pdf 155.5 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project18.pdf 144.9 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project19.pdf 128.2 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project2.pdf 156.9 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project20.pdf 144.6 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project21.pdf 145.6 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project22.pdf 156.1 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project23.pdf 145 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project24.pdf 126 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project25.pdf 151.2 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project26.pdf 121.9 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project27.pdf 122 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project28.pdf 143.6 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project29.pdf 129.2 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project3.pdf 144.3 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project30.pdf 135.1 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project31.pdf 141.7 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project32.pdf 91.1 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project33.pdf 117.3 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project34.pdf 127.1 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project35.pdf 143.1 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project36.pdf 94 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project37.pdf 114.8 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project38.pdf 93.4 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project39.pdf 118.7 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project4.pdf 145.1 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project40.pdf 113.6 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project41.pdf 109.3 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project42.pdf 90 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project43.pdf 93.1 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project44.pdf 176.6 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project45.pdf 120.3 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project46.pdf 108.4 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project47.pdf 174.7 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project48.pdf 188.1 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project49.pdf 116.2 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project5.pdf 151.7 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project50.pdf 180 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project51.pdf 117.6 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project52.pdf 127.1 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project53.pdf 135.7 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project54.pdf 134.6 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project55.pdf 146.7 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project56.pdf 144.5 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project57.pdf 126.3 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project58.pdf 179.1 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project59.pdf 127.9 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project6.pdf 130.5 KB
  • ~Get Your Files Here !/8 - 100 AI Projects - Step-by-Step Instructions/1 -Project60.pdf 160.8 KB

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