Development & Programming Courses

AI in Gaming

Unity's AI course for gaming, hands-on focus.

★★★★★

Provider: Unity

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~5 hours

Certificate: No

Price: Free

Real-World Examples: Enhance game AI behavior

Platform Format: Video Lectures + Interactive Labs

#ai #gaming #unity

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ChatGPT Basics

Guide to ChatGPT prompting, tips for better results.

★★★★★

Provider: Learn Prompting

Difficulty: 1 - Beginner

Time Commitment: ~1 hour

Certificate: No

Price: Free

Real-World Examples: Improve ChatGPT responses

Platform Format: Text + Examples

#promptengineering #chatgpt #tips

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ChatGPT Prompt Engineering for Developers

Learn ChatGPT prompt engineering for devs to boost AI output.

★★★★★

Provider: DeepLearning.AI

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~2 hours

Certificate: No

Price: Free

Real-World Examples: Optimize ChatGPT prompts for apps

Platform Format: Video Lectures + Exercises

#chatgpt #promptengineering #developers

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Computer Vision Basics

Buffalo's intro to computer vision: image processing basics.

★★★★★

Provider: University at Buffalo

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~10 hours

Certificate: Yes - Paid ($49)

Price: Free

Real-World Examples: Detect objects in videos

Platform Format: Video Lectures + Quizzes

#computervision #ai #imageprocessing

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Computer Vision with OpenCV

FreeCodeCamp's computer vision intro with OpenCV.

★★★★★

Provider: FreeCodeCamp

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~4 hours

Certificate: No

Price: Free

Real-World Examples: Detect objects in images

Platform Format: Video Lectures

#computervision #opencv #freecodecamp

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Convolutional Neural Networks for Visual Recognition

Stanford's deep dive into convolutional neural nets for vision.

★★★★★

Provider: Stanford University

Difficulty: 4 - Advanced

Time Commitment: ~12 weeks at 10-15 hr/week

Certificate: No

Price: Free

Real-World Examples: Classify images in real-time

Platform Format: Video Lectures + Assignments

#cnn #stanford #deeplearning

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Creative Applications of Deep Learning with TensorFlow

Creative deep learning with TensorFlow for art and music.

★★★★★

Provider: Kadenze

Difficulty: 3 - Intermediate

Time Commitment: ~10 weeks at 5-10 hr/week

Certificate: Yes - Paid ($20)

Price: Free

Real-World Examples: Generate art with TensorFlow

Platform Format: Video Lectures + Projects

#deeplearning #tensorflow #art

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Deep Learning with PyTorch

FreeCodeCamp's deep learning intro with PyTorch.

★★★★★

Provider: FreeCodeCamp

Difficulty: 3 - Intermediate

Time Commitment: ~4 hours

Certificate: No

Price: Free

Real-World Examples: Train neural nets with PyTorch

Platform Format: Video Lectures

#deeplearning #pytorch #freecodecamp

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Deep Neural Networks with PyTorch

Deep learning intro with PyTorch, hands-on.

★★★★★

Provider: IBM

Difficulty: 3 - Intermediate

Time Commitment: ~4 weeks at 5-7 hr/week

Certificate: Yes - Paid ($49)

Price: Free

Real-World Examples: Classify images with PyTorch

Platform Format: Video Lectures + Assignments

#deeplearning #pytorch #coursera

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Getting Started with AI on Jetson Nano

NVIDIA's AI course on Jetson Nano for edge computing and robotics.

★★★★★

Provider: NVIDIA

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~8 hours

Certificate: Yes - Free Certificate

Price: Free

Real-World Examples: Run AI models on Jetson Nano devices

Platform Format: Video Lectures + Labs

#ai #nvidia #edgecomputing

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Getting Started with AI using Watson

IBM's intro to building AI apps with Watson cloud services.

★★★★★

Provider: IBM

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~5 hours

Certificate: Yes - Paid ($49)

Price: Free

Real-World Examples: Build customer chatbots with Watson

Platform Format: Video Lectures + Labs

#ai #ibm #watson

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Introduction to AI for Game Development

Unity's guide to AI in game dev: pathfinding and behaviors.

★★★★★

Provider: Unity

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~5 hours

Certificate: No

Price: Free

Real-World Examples: Develop AI for game NPC behavior

Platform Format: Video Lectures + Interactive Labs

#ai #gamedev #unity

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Introduction to AI Vision

Intel's intro to AI vision techniques.

★★★★★

Provider: Intel

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~3 hours

Certificate: Yes - Free Badge

Price: Free

Real-World Examples: Detect objects in vision

Platform Format: Video Lectures + Labs

#ai #vision #intel

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Introduction to AI with Raspberry Pi

Raspberry Pi's AI intro with practical projects.

★★★★★

Provider: Raspberry Pi Foundation

Difficulty: 1 - Beginner

Time Commitment: ~4 hours

Certificate: No

Price: Free

Real-World Examples: Build AI on Raspberry Pi

Platform Format: Video Lectures + Projects

#ai #raspberrypi #projects

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Introduction to Deep Learning

MIT's deep learning intro: CNNs, RNNs, TensorFlow.

★★★★★

Provider: MIT

Difficulty: 3 - Intermediate

Time Commitment: ~2 weeks at 10 hr/week

Certificate: No

Price: Free

Real-World Examples: Recognize objects with CNNs

Platform Format: Video Lectures + Labs

#deeplearning #mit #tensorflow

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Introduction to Generative Adversarial Networks

Intro to GANs, covering core concepts simply.

★★★★★

Provider: Coursera

Difficulty: 3 - Intermediate

Time Commitment: ~4 weeks at 4-6 hr/week

Certificate: Yes - Paid ($49)

Price: Free

Real-World Examples: Generate realistic images

Platform Format: Video Lectures + Labs

#gans #ai #coursera

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Introduction to Robotics and AI

Columbia's intro to robotics and AI fundamentals.

★★★★★

Provider: Columbia University

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~12 hours

Certificate: Yes - Paid ($149)

Price: Free

Real-World Examples: Program robotic arms

Platform Format: Video Lectures + Quizzes

#robotics #ai #columbia

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Machine Learning with TensorFlow

FreeCodeCamp's ML intro with TensorFlow, hands-on.

★★★★★

Provider: FreeCodeCamp

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~4 hours

Certificate: No

Price: Free

Real-World Examples: Build ML models with TensorFlow

Platform Format: Video Lectures

#ml #tensorflow #freecodecamp

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Natural Language Processing

Michigan's NLP intro: text processing and analysis.

★★★★★

Provider: University of Michigan

Difficulty: 3 - Intermediate

Time Commitment: ~8 weeks at 5-7 hr/week

Certificate: Yes - Paid ($49)

Price: Free

Real-World Examples: Analyze text sentiment

Platform Format: Video Lectures + Assignments

#nlp #textprocessing #michigan

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Natural Language Processing with Python

FreeCodeCamp's NLP intro with Python, practical.

★★★★★

Provider: FreeCodeCamp

Difficulty: 2 - Beginner/Intermediate

Time Commitment: ~4 hours

Certificate: No

Price: Free

Real-World Examples: Analyze text with NLP

Platform Format: Video Lectures

#nlp #python #freecodecamp

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Practical Reinforcement Learning

HSE's hands-on reinforcement learning with projects.

★★★★★

Provider: Higher School of Economics

Difficulty: 3 - Intermediate

Time Commitment: ~4 months at 5 hr/week

Certificate: Yes - Paid ($49)

Price: Free

Real-World Examples: Train game-playing agents

Platform Format: Video Lectures + Projects

#rl #algorithms #hse

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TinyML Fundamentals

Harvard's TinyML intro for AI on small devices.

★★★★★

Provider: Harvard University

Difficulty: 3 - Intermediate

Time Commitment: ~6 weeks at 2-4 hr/week

Certificate: Yes - Paid ($149)

Price: Free

Real-World Examples: Deploy AI on edge devices

Platform Format: Video Lectures + Labs

#tinyml #ai #harvard

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