Overview

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Embark on a comprehensive journey through modern artificial intelligence, starting from the fundamentals and progressing to advanced applications. Learn to harness AI for daily tasks and automate the creation of innovative apps. Explore key concepts including prompt engineering, CPU vs GPU performance, online and offline AI, and essential installations. Dive into hands-on projects using both no-code and code-based approaches, covering text, image, and audio processing. Develop practical AI applications such as recipe generators, meal planners, image editors, and content analyzers. Master GUI creation, offline AI modules, and advanced techniques like training and deployment. Gain the skills to effectively utilize AI across various domains, from creative projects to data analysis and automation.

Syllabus

C1 - Introduction - Intro
C1 - Introduction - Getting Started
C1 - Introduction - Intro To AI
C1 - Introduction - Common Terms
C2 - Prompt Engineering - Intro
C2 - Prompt Engineering - Persona
C2 - Prompt Engineering - Details
C2 - Prompt Engineering - Steps
C2 - Prompt Engineering - References
C2 - Prompt Engineering - Delimiters
C2 - Prompt Engineering - Output Format
C2 - Prompt Engineering - Where to find more?
C3 - CPU VS GPU - Intro
C3 - CPU VS GPU - Performance
C3 - CPU VS GPU - Compute Capability
C4 - Online VS Offline - Intro
C4 - Online VS Offline - Pros and Cons
C5 - Installations - Intro
C5 - Installations - Python and PyCharm
C5 - Installations - Essentials
C5 - Installations - Nvidia GPU
C6 - No Code - Online - Intro
C6 - No Code - Online - Setup
C6 - No Code - Online - Text - Sick Leave
C6 - No Code - Online - Text - Youtube Summary
C6 - No Code - Online - Text - Graph Explanation
C6 - No Code - Online - Text - Docs
C6 - No Code - Online - Images
C6 - No Code - Online - Automation
C6 - No Code - Offline - Text - Installation
C6 - No Code - Offline - Text - Quantization
C6 - No Code - Offline - Text - Running Inference
C6 - No Code - Offline - Images
C6 - No Code - Offline - DeepFake - Installation
C6 - No Code - Offline - DeepFake - CPU
C6 - No Code - Offline - DeepFake - GPU
C7- GUI - Introduction
C7- GUI - First Run
C7- GUI - Basic Elements
C8 - Code - Installations
C8 - Code - Online - Text Basic
C8 - Code - Online - Image Basic
C8 - Code - Online - Audio Basic
C8 - Code - Online - Online Module - Audio
C8 - Code - Online - Online Module - Images
C8 - Code - Online - Online Module - Text
C8 - Code - Offline - Huggingface Intro
C8 - Code - Offline - Pipelines
C8 - Code - Offline - Text Classification
C8 - Code - Offline - Text Basic
C8 - Code - Offline - Faster Text Basic
C8 - Code - Offline - Image Basic
C8 - Code - Offline - Audio Basic
C8 - Code - Offline - Offline Module - Audio
C8 - Code - Offline - Offline Module - Image
C8 - Code - Offline - Offline Module - Faster Text
C8 - Code - Offline - Offline Module - Text
C9 - Apps - Using Modules
C9 - Apps - Recipe Generator
C9 - Apps - AI Meal Planner
C9 - Apps - Coloring Page
C9 - Apps - Sticker Generator
C9 - Apps - Logo Generator
C9 - Apps - Photo Semantics
C9 - Apps - Caption Generator
C9 - Apps - Google Photos Replica
C9 - Apps - PDF Sorter
C9 - Apps - Background Remover
C9 - Apps - Background Blur
C9 - Apps - Cloth Changer
C9 - Apps - Adult Content
C9 - Apps - Storybook Generator
C9 - Apps - YouTube to Blog
C10 - Training - Installation
C10 - Training - Training
C10 - Training - Inference
C11 - Deployment - Intro
C11 - Deployment - Comparison
C11 - Deployment - Outro