IBM
Machine Learning Explainability
A short hands-on project: Data Science, Deep Learning, Machine Learning.
Guided project
- Cognitive Class
- 45 minutes
- Self-paced
- Free course
- Intermediate
Free online
Deep Learning courses 745
Learn Deep Learning online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
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Alison
Understanding Action Potentials in Neural Networks
4.19 ratingsIt is estimated that there are more neurons in the human brain than stars in the Milky Way. Incredibly, they are all connected in complex neuronal webs, making our brains the most extensive and complex computational networks in the known universe, about which scientists know more than they do the b…
- Alison
- 4 hours
- Self-paced
- Free course
- Paid certificate
- Advanced
University of Washington
Machine Learning Foundations: A Case Study Approach
4.613,557 ratingsDo you have data and wonder what it can tell you? Do you need a deeper understanding of the core ways in which machine learning can improve your business? Do you want to be able to converse with specialists about anything from regression and classification to deep learning and recommender systems?…
- Coursera
- 6 weeks of study, 5-8 hours/week
- Self-paced
- Paid · free trial
- Paid certificate
IBM
Prognostication using Neural Network in Agriculture
A short hands-on project: Artificial Intelligence, Data Science, Machine Learning.
Guided project
- Cognitive Class
- 1 hour
- Self-paced
- Free course
- Intermediate
Deep Learning (ANN, RNN, Tranformers, RNN)
Artificial Neural Networks (ANNs) are at the core of Deep Learning & Artificial Intelligence (AI), transforming industries from healthcare to finance. Whether you're a beginner, student, or preparing for competitive exams, certifications, or job interviews, this complete ANN playlist covers everyth…
Video playlist
- YouTube
- 35 videos, 5 hours
- Self-paced
- Free video
PyTorch and Monai for AI Healthcare Imaging - Python Machine Learning Course
Learn how to use PyTorch, Monai, and Python for computer vision using machine learning. One practical use-case for artificial intelligence is healthcare imaging. In this course, you will improve your machine learning skills by creating an algorithm for automatic liver segmentation. ✏️ Course from M…
Free video
- YouTube
- 5 hours
- Self-paced
- Free video
DeepLearning.AI
Natural Language Processing with Sequence Models
4.51,186 ratingsIn Course 3 of the Natural Language Processing Specialization, you will: a) Train a neural network with word embeddings to perform sentiment analysis of tweets, b) Generate synthetic Shakespeare text using a Gated Recurrent Unit (GRU) language model, c) Train a recurrent neural network to perform n…
- Coursera
- At the rate of 5 hours a week, it typically takes 4 weeks to complete one Cours…
- Self-paced
- Paid · free trial
- Paid certificate
University of Washington
Computational Neuroscience
4.61,147 ratingsThis course provides an introduction to basic computational methods for understanding what nervous systems do and for determining how they function. We will explore the computational principles governing various aspects of vision, sensory-motor control, learning, and memory. Specific topics that wi…
- Coursera
- 24 hours
- Self-paced
- Paid · free trial
- Paid certificate
NEURAL NETWORKS! - CS50 Live, EP. 53 (pre-release)
Join CS50's Nick Wong for a look at neural networks in Tensorflow, using Python. Using a technique called "k-means clustering", we'll first illustrate how to group together like images of Colton and Nick from prior streams, then progress to full neural networks to generate what a future image of Co…
Free video
- YouTube
- 2.5 hours
- Self-paced
- Free video
AI Complete OneShot Course | Learn AI & Deep Learning from Scratch
Save time & study only what's needed for Placements with PRIME 3.0 🚀 📌Prime 3.0 : New Complete AI/ML Batch :https://www.apnacollege.in/course/prime-3 ------------------------------------------------------------------------------------- Link for International students : https://buy.stripe.com/6oU4gB…
Free video
- YouTube
- 1.5 hours
- Self-paced
- Free video
IIT Guwahati
Neural Networks for Computer Vision and Natural Language Processing
Computer Science and Engineering course by Prof. Arijit Sur.
- NPTEL
- 47 lectures
- Self-paced
- Free course
- Paid certificate
DeepLearning.AI
Data Pipelines with TensorFlow Data Services
4.5536 ratingsBringing a machine learning model into the real world involves a lot more than just modeling. This Specialization will teach you how to navigate various deployment scenarios and use data more effectively to train your model. In this third course, you will: - Perform streamlined ETL tasks using Tens…
- Coursera
- 4 weeks of study, 4-5 hours/week
- Self-paced
- Paid · free trial
- Paid certificate
IBM
Building a Visual Search Engine
A short hands-on project: Deep Learning, Machine Learning, Python.
Guided project
- Cognitive Class
- 1 hour
- Self-paced
- Free course
- Intermediate
IBM
Deep Learning with Python and PyTorch.
3.816 ratingsThis course is the second part of a two-part course on how to develop Deep Learning models using Pytorch.
- edX
- 6 weeks, 2 - 4 hours per week
- Self-paced
- Free to audit
- Paid certificate
- Intermediate
Indian Institute of Management Bangalore
Predictive Analytics
Master the tools of predictive analytics in this statistics based analytics course.
- edX
- Self-paced
- Free to audit
- Paid certificate
- Advanced
IBM
Waste Classification: Hands-on Guide to Transfer Learning
A short hands-on project: Data Science, Deep Learning, Machine Learning.
Guided project
- Cognitive Class
- 25 minutes
- Self-paced
- Free course
- Intermediate
IBM
Agentic Graph-RAG Over Social-Network Knowledge Graphs
A short hands-on project: AI Agents, Graph Neural Networks (GNNs), Knowledge Graphs.
Guided project
- Cognitive Class
- 1 hour
- Self-paced
- Free course
- Intermediate
The Linux Foundation
PyTorch and Deep Learning for Decision Makers
Learn how PyTorch, a deep learning framework, can be used to automate and optimize processes through the development and deployment of state-of-the-art AI applications. The course will also help you understand the importance of data quality, how to choose the right model, and the challenges in depl…
- edX
- Self-paced
- Free to audit
- Paid certificate
- Beginner
Delft University of Technology
AI skills: Introduction to Unsupervised, Deep and Reinforcement Learning
Learn the fundamentals and principal AI concepts about clustering, dimensionality reduction, reinforcement learning and deep learning to solve real-life problems.
- edX
- 6 weeks, 5 - 7 hours per week
- Self-paced
- Free to audit
- Paid certificate
- Intermediate
University of Pennsylvania
Deep Learning Essentials
4.810 ratingsDelve into the history of deep learning, and explore neural networks like the perceptron, how they function, and what architectures underpin them. Complete short coding assignments in Python.
- Coursera
- 4 weeks of study, 8-12 hours/week
- Self-paced
- Paid · free trial
- Paid certificate