From Using AI to Understanding It
https://WebToolTip.com
Published 5/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 4h 10m | Size: 3 GB
Machine Learning Concepts, NLP, Object Detection, GenAI, Prompt Engineering, Deployment, Ethical AI, Real-World Examples
What you'll learn
Understand core AI concepts
Learn the key terminology around AI
Understand supervised, unsupervised and reinforcement learning concepts
Discover Feature Engineering
Learn the steps to build an AI model
Differences between a supervised and unsupervised learning
A concrete example of unsupervised learning using k-means
Basics of neural networks and the deep learning notions
Introduction to Tensorflow as a library for building deep learning models
Introduction to computer vision
Understand object detection and data labeling
Discover Natural Language Processing (NLP)
Learn about Generative AI
Find the right Generative AI tool for your task
Text, image, audio and video generation
Prompt engineering tips and tricks
Understand APIs and how to expose an AI model through an API
Discover the cloud and AI cloud services
Understand AI Ethics principles
Discover fairness, transparency, accountability, privacy and reliability in AI systems
Explore ethical considerations and how to achive ethical AI
Real-world examples to form a solid understanding of the real AI adoption
Requirements
No programming experience needed, just a curiosity around the topic