Machine Learning with Python: from Linear Models to Deep Learning

26 reviews

An in-depth introduction to the field of machine learning, from linear models to deep learning and reinforcement learning, through hands-on Python projects. -- Part of the MITx MicroMasters program in Statistics and Data Science.

• edX
• 10-14 hours a week, 15 weeks long
• 4th Sep, 2023
• Free Online Course (Audit)

DeepLearning.AI;  Stanford

Neural Networks and Deep Learning

15 reviews

If you want to break into cutting-edge AI, this course will help you do so. Deep learning engineers are highly sought after, and mastering deep learning will give you numerous new career opportunities. Deep learning is also a new "superpower" that will l…

• Coursera
• 4 weeks long
• 12th Jun, 2023
• Free Online Course (Audit)

Introduction to Deep Learning

3 reviews

The goal of this course is to give learners basic understanding of modern neural networks and their applications in computer vision and natural language understanding. The course starts with a recap of linear models and discussion of stochastic optimizat…

• Coursera
• 5 weeks long
• 12th Jun, 2023
• Free Online Course (Audit)

6.S191: Introduction to Deep Learning

4 reviews

A 1-week extensive survey of deep learning methods and applications.

• Independent
• 1 week long
• On-Demand
• Free Online Course

Natural Language Processing in TensorFlow

2 reviews

If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to use the tools to build them. This Specialization will teach you best practices for using TensorFlow, a popular open-source framework for mach…

• Coursera
• 4 weeks long
• 14th Jun, 2023
• Free Online Course (Audit)

Deep Learning and Reinforcement Learning

1 review

This course introduces you to two of the most sought-after disciplines in Machine Learning: Deep Learning and Reinforcement Learning. Deep Learning is a subset of Machine Learning that has applications in both Supervised and Unsupervised Learning, and is…

• Coursera
• 9 weeks long
• 12th Jun, 2023
• Free Online Course (Audit)

Intel

An Introduction to Practical Deep Learning

1 review

This course provides an introduction to Deep Learning, a field that aims to harness the enormous amounts of data that we are surrounded by with artificial neural networks, allowing for the development of self-driving cars, speech interfaces, genomic sequ…

• Coursera
• 6 weeks long
• 19th Jun, 2023
• Free Online Course (Audit)

Deep learning in Electronic Health Records - CDSS 2

Overview of the main principles of Deep Learning along with common architectures. Formulate the problem for time-series classification and apply it to vital signals such as ECG. Applying this methods in Electronic Health Records is challenging due to the…

• Coursera
• 4 weeks long
• 12th Jun, 2023
• Free Online Course (Audit)

Explainable deep learning models for healthcare - CDSS 3

This course will introduce the concepts of interpretability and explainability in machine learning applications. The learner will understand the difference between global, local, model-agnostic and model specific explanations. State-of-the-art explainabi…

• Coursera
• 4 weeks long
• 12th Jun, 2023
• Free Online Course (Audit)

Applied AI with DeepLearning

This course, Applied Artificial Intelligence with DeepLearning, is part of the IBM Advanced Data Science Certificate which IBM is currently creating and gives you easy access to the invaluable insights into Deep Learning models used by experts in Natural…

• Coursera
• 4 weeks long
• 12th Jun, 2023
• Free Online Course (Audit)

Deep Neural Networks with PyTorch

The course will teach you how to develop deep learning models using Pytorch. The course will start with Pytorch's tensors and Automatic differentiation package. Then each section will cover different models starting off with fundamentals such as Linear…

• Coursera
• 7 weeks long
• 12th Jun, 2023
• Free Online Course (Audit)

Introduction to Deep Learning & Neural Networks with Keras

. This course will introduce you to the field of deep learning and help you answer many questions that people are asking nowadays, like what is deep learning, and how do deep learning models compare to artificial neural networks?

• Coursera
• 5 weeks long
• 12th Jun, 2023
• Free Online Course (Audit)

AI Capstone Project with Deep Learning

In this capstone, learners will apply their deep learning knowledge and expertise to a real world challenge. They will use a library of their choice to develop and test a deep learning model. They will load and pre-process data for a real problem, build…

• Coursera
• 4 weeks long
• 12th Jun, 2023
• Free Online Course (Audit)

Using SAS Viya REST APIs with Python and R

SAS Viya is an in-memory distributed environment used to analyze big data quickly and efficiently. In this course, you’ll learn how to use the SAS Viya APIs to take control of SAS Cloud Analytic Services from a Jupyter Notebook using R or Python. You’ll…

• Coursera
• 4 weeks long
• 19th Jun, 2023
• Free Online Course (Audit)

Amazon;  Amazon Web Services;  Facebook Microcredential

Deep Learning

16 reviews

Learn to leverage the capabilities of deep learning tools to fix complex problems and unlock next-level results for enterprises. Learn how to build and train different GANs architectures to generate new images. Discover, build, and train architectures su…

• Udacity
• 10 hours a week, 17 weeks long
• Paid Course