Udemy - Navigating the AI Universe - Data Science to Agentic AI (MAP)

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size2 GB
  • Uploaded Byfreecoursewb
  • Downloads155
  • Last checkedSep. 30th '25
  • Date uploadedSep. 26th '25
  • Seeders 12
  • Leechers13

Infohash : B3FF3376448970063D27FCA0AC35202A46789A8A

Navigating the AI Universe: Data Science to Agentic AI (MAP)

https://WebToolTip.com

Published 9/2025
Created by Sudhir Ranjan
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English | Duration: 49 Lectures ( 3h 28m ) | Size: 2.1 GB

A Beginner’s Grand Map of Tools, Technologies, Trajectories, and Future Scopes.

What you'll learn
Learn how different 7 AI domains connect: Data Science, Machine Learning, Deep Learning, Natural Lang. Processing, Generative AI, Computer Vision, & Agentic AI.
Identify essential tools, models, and platforms — Where they fit in the AI map. Identify essential tools, models, platforms, and the mindmap of core concepts.
Grasp key concepts like data cleaning, EDA, SQL queries, and statistical inference, and understand how they uncover patterns in data.
Learn essentials like supervised vs unsupervised learning, regression, classification, overfitting, and model evaluation in simple terms.
Understand fundamentals such as neural networks, backpropagation, gradient descent, CNNs, and RNNs, explained in easy-to-digest language.
Demystify technical ideas like tokenization, embeddings, attention layers, and transformers, and see how machines interpret human language.
Get clarity on autoregressive generation, diffusion models, multimodality, and prompt engineering, and how these power text, image, and video AI.
Grasp terms like core key terms like image recognition, convolution, object detection, segmentation, and vision transformers (ViTs) with practical examples.

Requirements
No programming experience required. Even if you’re an absolute beginner, this course has you covered. I’ve designed it to give you a clear MAP of the entire AI ecosystem, so you can build a solid foundation and confidently scale your knowledge further.

Files:

[ WebToolTip.com ] Udemy - Navigating the AI Universe - Data Science to Agentic AI (MAP)
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1 - Navigating the AI Universe Introduction
    • 1 - Sneak Peak of what's to Come (Structure).mp4 (25.7 MB)
    2 - Data Science The Foundation of AI
    • 1 - Data Science An Introduction.mp4 (25.5 MB)
    • 2 - Data Science The technical Backbone (CORE).mp4 (25.9 MB)
    • 3 - Data Science Tools and Skills.mp4 (44.7 MB)
    • 4 - Data Science Real-World Scenario (Career, Scope, & Is Data Science for you).mp4 (54.2 MB)
    3 - Machine Learning Patterns, Predictions & Decisions
    • 1 - Machine Learning An Introduction.mp4 (34.7 MB)
    • 2 - Machine Learning The Technical Backbone (CORE).mp4 (24.5 MB)
    • 3 - Machine Learning Tools and Skills.mp4 (19.4 MB)
    • 4 - Machine Learning Real-World Scenario- Career, Scope, & Is ML for you.mp4 (24.6 MB)
    4 - Deep Learning Neural Networks Uncovered
    • 1 - Deep Learning An Introduction.mp4 (49.3 MB)
    • 2 - Deep Learning The Technical Backbone (CORE).mp4 (97.0 MB)
    • 3 - Deep Learning Tools and Skills.mp4 (38.3 MB)
    • 4 - Deep Learning Real-World Scenario- Career, Scope, & Is DL for you.mp4 (30.0 MB)
    5 - Natural Language Processing Teaching AI to Understand Us
    • 1 - NLP An Introduction.mp4 (47.3 MB)
    • 2 - NLP The Technical Backbone (CORE).mp4 (57.5 MB)
    • 3 - NLP Tools & Skills.mp4 (31.8 MB)
    • 4 - NLP Real-World Scenario (Career, Scope, & Is NLP for you).mp4 (35.9 MB)
    6 - Generative AI Machines That Create
    • 1 - Generative AI An Introduction.mp4 (83.4 MB)
    • 10 - Generative AI Cohere AI.mp4 (33.1 MB)
    • 11 - Generative AI Grok by X (Elon Musk).mp4 (34.5 MB)
    • 12 - Image Generative AI An Introduction.mp4 (47.5 MB)
    • 13 - Image Generative AI DALL-E and Stability AI.mp4 (31.8 MB)
    • 14 - Image Generative AI Midjourney.mp4 (43.9 MB)
    • 15 - Image Generative AI Adobe Firefly, Runway ML, Leonardo AI, & Imagen.mp4 (88.6 MB)
    • 16 - VIDEO Generative AI Runway ML.mp4 (51.6 MB)
    • 17 - VIDEO Generative AI Pika Labs.mp4 (51.6 MB)
    • 18 - VIDEO Generative AI Google VEO.mp4 (79.7 MB)
    • 19 - VIDEO Generative AI Synthesia, Genmo, & HeyGen.mp4 (55.6 MB)
    • 2 - Generative AI Large Language Models (LLMs).mp4 (19.5 MB)
    • 20 - CODE Generative AI An Introduction.mp4 (14.3 MB)
    • 21 - CODE Generative AI GitHub Copilot, Cursor, Replit’s Ghostwriter, Lovable, etc.mp4 (54.8 MB)
    • 22 - Prompt Engineering A conceptual Understanding.mp4 (31.8 MB)
    • 3 - Generative AI ChatGPT 5.mp4 (33.3 MB)
    • 4 - Generative AI Generative AI Claude by Anthropic.mp4 (33.3 MB)
    • 5 - Generative AI Gemini by Google.mp4 (36.0 MB)
    • 6 - Generative AI Perplexity AI.mp4 (33.0 MB)
    • 7 - Generative AI Llama by Meta.mp4 (35.3 MB)
    • 8 - Generative AI Copilot by Microsoft.mp4 (60.6 MB)
    • 9 - Generative AI Mistral AI.mp4 (40.3 MB)
    7 - Computer Vision Giving AI the Power to See
    • 1 - Computer Vision An Introduction.mp4 (24.6 MB)
    • 2 - Computer Vision The Technical Backbone (CORE).mp4 (52.6 MB)
    • 3 - Computer Vision Tools, Skills, and Career.mp4 (63.5 MB)
    8 - AI Agents & Automation From Helpers to Teammates
    • 1 - AI Agents & Automation An Introduction.mp4 (24.1 MB)
    • 2 - AI Agents & Automation The Technical Backbone (CORE).mp4 (56.5 MB)
    • 3 - AI Agents & Automation Tools and Skills.mp4 (19.0 MB)
    • 4 - AI Agents & Automation MCP (A conceptual understanding).mp4 (26.9 MB)
    • 5 - AI Agents & Automation Real World Scenario & Career Roles.mp4 (30.0 MB)
    9 - AI Universe Recap Your Map at a Glance
    • 1 - AI Universe Recap Your Map at a Glance.mp4 (91.7 MB)
    • 2 - Final Chapter (Important).mp4 (47.4 MB)
    • Bonus Resources.txt (0.1 KB)

Code:

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