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Learn Deep Learning online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
716 courses
EDUCBA
Build practical TensorFlow skills by progressing from core concepts to a real-world face mask detection application. You’ll begin by installing and configuring TensorFlow with Python, then explore data types, variables, tensor operations, sessions, linear models, and model execution. With this foun…
EDUCBA
Build practical sentiment analysis skills using Recurrent Neural Networks (RNNs), Long Short-Term Memory (LSTM) networks, Keras, and Python. Designed for learners who want hands-on experience with deep learning for Natural Language Processing (NLP), this project-based course guides you through clas…
EDUCBA
Build a strong foundation in deep learning with PyTorch through a practical, step-by-step introduction to artificial intelligence, machine learning, and neural networks. Designed for beginners and aspiring AI, deep learning, and data science professionals, this course helps you understand how machi…
EDUCBA
Build practical image classification skills using Keras, convolutional neural networks (CNNs), transfer learning, and Google Colab. Designed for learners seeking hands-on experience with deep learning, this project-based course guides you from environment setup and dataset preparation to model trai…
EDUCBA
Build practical machine learning and deep learning skills with TensorFlow through a structured path from data preparation to neural network development. You’ll begin by transforming raw data through feature encoding, custom preprocessing, and feature engineering, then apply linear regression techni…
EDUCBA
Build a real-world mask detection application with Python, OpenCV, TensorFlow, and AWS. In this hands-on, project-based course, you’ll learn the complete computer vision workflow, beginning with reading, writing, resizing, cropping, and annotating images. You’ll then use Haar Cascade classifiers to…
EDUCBA
By the end of this course, learners will be able to explain core deep learning concepts, analyze neural network architectures, apply activation and optimization techniques, and implement end-to-end deep learning models using TensorFlow and Keras. Learners will also be able to prepare datasets, iden…
EDUCBA
Build an end-to-end automatic image captioning system with TensorFlow and bring it to life through an interactive Streamlit application. This course is designed for learners interested in AI development, machine learning engineering, and applied data science who want practical experience connecting…
EDUCBA
By the end of this course, learners will develop attention-based translation models, implement encoder-decoder architectures, evaluate NLP pipelines, predict outcomes from tabular data, and design recommender systems. This advanced course extends deep learning beyond basic image and text classifica…
EDUCBA
Build a practical foundation in deep learning with R as you progress from data preparation to neural network testing and prediction. Designed for learners new to machine learning and those ready to expand into deep learning, this course shows you how to organize dataframes, configure working direct…
John Wiley & Sons
Artificial intelligence, machine learning, deep learning, and neural networks are transforming how businesses operate, compete, and make decisions. This course explores how AI and machine learning work and how organizations across industries use tools like ChatGPT, generative AI, computer vision, a…
Packt
Master Deep Learning with TensorFlow and Keras
Packt
Master Deep RL for Real-World Applications
Packt
Master AI and Data Science with Python
Packt
Build AI Agents with LLMs and RAG
Packt
Master GANs and deep learning with Keras
Packt
Basics to Deep Learning & Data Science using R
Packt
Build Recurrent Neural Networks with Python
Packt
Master Deep Learning with PyTorch
