Deep Learning Courses and Certifications

AI Infrastructure: Cloud TPUs

22 ratings at DataCamp

Compare Google Cloud TPU accelerators, weigh their advantages and drawbacks for business AI workloads, and apply performance strategies and GPU/TPU interoperability through practical demos.

• DataCamp
• 1 hour
• Self-Paced
• Free Trial Available

Google DeepMind: Discover The Transformer Architecture

19 ratings at DataCamp

In this Google DeepMind course you will discover the mechanisms of the transformer architecture.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Artificial Intelligence (AI) Concepts in Python

16 ratings at DataCamp

Learn the fundamentals behind AI and Machine Learning.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Нейронные сети и глубокое обучение

17 ratings at Coursera

Вводный курс по построению и обучению глубоких нейросетей с векторизацией, прямым и обратным распространением ошибки и применением в компьютерном зрении.

• Coursera
• 4 weeks, 5 hours a week
• Self-Paced
• Paid Course

Machine Learning Scientist in Python

14 ratings at DataCamp

## Master the Essential Python Skills for Machine Learning Start your journey to becoming a machine learning scientist with this comprehensive Python Track.

• DataCamp
• 3 days 13 hours
• Self-Paced
• Free Trial Available

الشبكات العصبية والتعلم العميق

11 ratings at Coursera

يتعلم بناء الشبكات العصبية العميقة وتدريبها عبر فهم العمليات الحسابية الأساسية، مع تطبيقها على مشكلات التعلم العميق ورؤية الكمبيوتر.

• Coursera
• 4 weeks, 5 hours a week
• Self-Paced
• Paid Course

Attention Mechanism with Google Cloud

4 ratings at Udacity

Learn how attention mechanisms help neural networks focus on key parts of input sequences for translation, summarization, and question answering.

• Udacity
• 1 hour
• Self-Paced
• Free Certificate

Career Certificate

Python Machine Learning Advanced

4 ratings at Noble Desktop

Build hands-on Python machine learning applications for NLP sentiment analysis, recommendation systems, Flask deployment, forecasting, deep learning, and real-time YOLO object detection.

• Noble Desktop
• 30 hours
• Self-Paced
• $1,895.00

Discovering World Models

2 ratings at Udacity

Introduces world models through future-observation prediction, self-supervised learning, agent interaction, biological inspiration, and generative capabilities.

• Udacity
• 1 hour
• Self-Paced
• Free Certificate

Encoder-Decoder Architecture with Google Cloud

1 rating at Udacity

Learn the encoder-decoder architecture used for machine translation and text generation.

• Udacity
• 1 hour
• Self-Paced
• Free Certificate

Career Certificate

Professional Certificate in Generative AI Machine Learning and Intelligent Control Systems

Build machine learning, deep learning, advanced generative AI, MLOps, NLP and intelligent control systems skills in Python through hands-on projects and a capstone.

• Simplilearn
• 6 months
• Self-Paced
• Paid Course

Transformer Models and BERT Model with Google Cloud

Introductory course on Transformer architecture and BERT, covering self-attention, text classification, and question answering in modern NLP.

• Udacity
• 1 hour
• Self-Paced
• Free Certificate

Keras Fundamentals

In this track, you'll expand your deep learning knowledge and take your machine learning skills to the next level.

• DataCamp
• 16 hours
• Self-Paced
• Free Trial Available

Introduction to TensorFlow in R

Learn how to use TensorFlow, a state-of-the-art machine learning framework that specializes in the ability to develop deep learning neural networks.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Creating Sequence Models and Transformers

Build sequence models from tokenization and embeddings through RNNs, attention, and transformers, culminating in a transformer-based Q&A system.

• Udacity
• 11 hours
• Self-Paced
• Paid Course