Udemy - Navigating the AI Universe - Data Science to Agentic AI (...

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.