Intuitively Understanding Deep Learning Transformers

Let's learn the principles properly by implementing algorithms from scratch without a deep learning library :)

Basic

Deep Learning(DL), Machine Learning(ML)

Deep-rooted deep learning

GIST-ACSL

Free

Basic / Deep Learning(DL), Machine Learning(ML)

5.0

(13)

[7-Day Complete] Pass MS AI-900 Certification in One Go

jobgreegi

$34.10

Beginner / Machine Learning(ML), Deep Learning(DL), AI, AI Agent

5.0

(16)

Essential certification for the AI era, MS AI-900! 🚀 Did you know? ChatGPT operates exclusively on Microsoft Azure! If you want to properly utilize Microsoft Azure OpenAI, which exclusively provides the latest GPT models, now is the perfect opportunity. Grow into an Azure AI services expert through the AI-900 course and master enterprise-grade AI solutions that companies trust. Secure global official certification and enhance your competitiveness as a true AI professional!

Beginner

Machine Learning(ML), Deep Learning(DL), AI

[7-Day Complete] Pass MS AI-900 Certification in One Go

jobgreegi

$34.10

Beginner / Machine Learning(ML), Deep Learning(DL), AI, AI Agent

5.0

(16)

What if I had been on the Titanic?! Building an AI Web Service to Predict Survival Probability with PyTorch & Next.js

dakgangjung123

$102.30

Intermediate / Python, Deep Learning(DL), PyTorch, Next.js, FastAPI

5.0

(1)

This course starts with the question "If I had been on the Titanic, could I have survived?" and completes a full-stack project that develops an AI model to predict survival probability based on actual data and serves it as a web service. You'll practice the entire process of AI and web development, from deep learning modeling using PyTorch, building a backend server with FastAPI, to implementing a user interface with Next.js.

Intermediate

Python, Deep Learning(DL), PyTorch

What if I had been on the Titanic?! Building an AI Web Service to Predict Survival Probability with PyTorch & Next.js

dakgangjung123

$102.30

Intermediate / Python, Deep Learning(DL), PyTorch, Next.js, FastAPI

5.0

(1)

Machine Learning + Deep Learning with Python (From machine learning using sklearn to deep learning development using TensorFlow and Keras)

ilifo

$26.40

Basic / Python, sklearn, Machine Learning(ML), Deep Learning(DL), Keras

3.8

(8)

From the basics of machine learning & deep learning! Creating and utilizing classification/regression/clustering/artificial neural networks with Python

Basic

Python, sklearn, Machine Learning(ML)

Machine Learning + Deep Learning with Python (From machine learning using sklearn to deep learning development using TensorFlow and Keras)

ilifo

$26.40

Basic / Python, sklearn, Machine Learning(ML), Deep Learning(DL), Keras

3.8

(8)

LLM and GPT Fundamentals in 1 Hour

Essential

$9.90

Basic / Python, AI, ChatGPT, Deep Learning(DL)

4.6

(5)

This course explains the basic concepts of LLM and GPT in an easy-to-understand way for everyone. Students will build their own chatbot using the GPT API and deploy it on the web using Streamlit. By experiencing everything from the basics to hands-on practice, you can build a solid foundation for your first steps in utilizing AI.

Basic

Python, AI, ChatGPT

LLM and GPT Fundamentals in 1 Hour

Essential

$9.90

Basic / Python, AI, ChatGPT, Deep Learning(DL)

4.6

(5)

Deep Learning CNN Complete Guide - Pytorch Version

dooleyz3525

$84.70

29%

$59.40

Basic / Deep Learning(DL), PyTorch, Computer Vision(CV), CNN, AI

5.0

(44)

From core theories of deep learning and CNN to various CNN model implementation methods, and practical deep learning development know-how through real-world problems, If you want to become a deep learning CNN technology expert based on Pytorch, join us in this lecture :)

Basic

Deep Learning(DL), PyTorch, Computer Vision(CV)

Deep Learning CNN Complete Guide - Pytorch Version

dooleyz3525

$84.70

29%

$59.40

Basic / Deep Learning(DL), PyTorch, Computer Vision(CV), CNN, AI

5.0

(44)

Time series data processing using Python and deep learning

YoungJea Oh

$38.50

Intermediate / AI, python3, Deep Learning(DL), Financial Engineering, Algorithm, Investment

4.8

(17)

Time is constantly flowing, and data is constantly accumulating. In this dynamic world, time series data plays a vital role in every aspect of our lives. From the volatility of financial markets to subtle signals of climate change, time series data captures it all. Now learn how to interpret and leverage this powerful data using the power of Python and deep learning!

Intermediate

AI, python3, Deep Learning(DL)

Time series data processing using Python and deep learning

YoungJea Oh

$38.50

Intermediate / AI, python3, Deep Learning(DL), Financial Engineering, Algorithm, Investment

4.8

(17)

Learning Transformer Through Implementation

dooleyz3525

$59.40

29%

$41.80

Intermediate / Deep Learning(DL), PyTorch, encoder-decoder, bert, transformer

5.0

(15)

Update

From Multi-Head Attention to the Original Transformer model, BERT, the Encoder-Decoder based MarianMT translation model, and even Vision Transformer, you'll learn Transformer inside and out by implementing them directly in code.

Intermediate

Deep Learning(DL), PyTorch, encoder-decoder

Learning Transformer Through Implementation

dooleyz3525

$59.40

29%

$41.80

Intermediate / Deep Learning(DL), PyTorch, encoder-decoder, bert, transformer

5.0

(15)

Update

Deep Learning Framework Made with Excel

hjk1000

$17.60

Basic / VBA, Deep Learning(DL), Excel, gan, Reinforcement Learning(RL)

Let's implement a deep learning framework directly with Excel! Let's solve supervised learning/unsupervised learning/reinforcement learning with the implemented framework!

Basic

VBA, Deep Learning(DL), Excel

Deep Learning Framework Made with Excel

hjk1000

$17.60

Basic / VBA, Deep Learning(DL), Excel, gan, Reinforcement Learning(RL)

From LDM to DiT, Complete Mastery of Diffusion Through Implementation II

Sotaaz

$50.60

Basic / Python, Deep Learning(DL), Stable Diffusion, AI

5.0

(2)

This course is a hands-on masterclass that completely dissects the core technological evolution of generative AI, from LDM (Latent Diffusion Model) to DiT (Diffusion Transformer). We directly analyze the latent space-based learning principles of LDM, the structure of Stable Diffusion, and the implementation methods of the latest Diffusion Transformer through papers and code. Students will systematically learn the latest trends and structural evolution of generative models by directly implementing LDM, CFG (Classifier-Free Guidance), and DiT models using PyTorch.

Basic

Python, Deep Learning(DL), Stable Diffusion

From LDM to DiT, Complete Mastery of Diffusion Through Implementation II

Sotaaz

$50.60

Basic / Python, Deep Learning(DL), Stable Diffusion, AI

5.0

(2)

Complete Preparation for the AWS AI Practitioner (AIF-C01) Certification Practice Exam

careerd

$12.10

18%

$9.90

Beginner / Machine Learning(ML), Deep Learning(DL), AWS, AI

See exam types and trends at a glance! Strengthen your practical skills with approximately 100 questions. The perfect preparation for the AWS AI Practitioner exam, allowing for systematic study even when preparing on your own.

Beginner

Machine Learning(ML), Deep Learning(DL), AWS

Complete Preparation for the AWS AI Practitioner (AIF-C01) Certification Practice Exam

careerd

$12.10

18%

$9.90

Beginner / Machine Learning(ML), Deep Learning(DL), AWS, AI

Practical Docker: Creating your own deep learning cloud computer with Docker

danielyouk

$59.40

Basic / Docker, Virtualization, Python, Deep Learning(DL), mlops, Azure, Linux, azure-data-lake-gen2

4.7

(15)

You can create a deep learning analysis environment in the cloud using Docker. When Docker images managed by Google, MS, etc. are combined with the cloud, you can work with the latest deep learning analysis methods on your computer.

Basic

Docker, Virtualization, Python

Practical Docker: Creating your own deep learning cloud computer with Docker

danielyouk

$59.40

Basic / Docker, Virtualization, Python, Deep Learning(DL), mlops, Azure, Linux, azure-data-lake-gen2

4.7

(15)