Search result for Theory of deep learning Online Courses & Certifications
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Deep Learning CNN: Convolutional Neural Networks with Python
by AI Sciences- 4.5
14 hours on-demand video
The course ‘Mastering Convolutional Neural Networks, Theory and Practice in Python, TensorFlow 2. Implementation of transfer learning using TensorFlow-hub An overview of concepts of Deep Learning theory. Deep details of CNNs with examples of training CNNs from scratch. The use and applications of state-of-the-art pre-trained CNNs (with implementations in state-of-the-art framework TensorFlow) for transfer learning on your own dataset....
$14.99
PyTorch for Deep Learning with Python Bootcamp
by Jose Portilla- 4.7
17 hours on-demand video
Learn how to create state of the art neural networks for deep learning with Facebook's PyTorch Deep Learning library! Machine Learning Theory By the end of this course you will be able to create a wide variety of deep learning models to solve your own problems with your own data sets....
$19.99
Artificial Intelligence III - Deep Learning in Java
by Holczer Balazs- 4.1
4 hours on-demand video
Deep learning fundamentals, focusing on convolutional neural networks and recurrent neural networks, LTSM, GRUs This course is about deep learning fundamentals and convolutional neural networks. Convolutional neural networks are one of the most successful deep learning approaches: self-driving cars rely heavily on this algorithm. multi-layer neural networks and deep learning theory Convolutional Neural Networks (CNNs) theory...
$12.99
Deep Learning with Python and Keras
by Data Weekends- 4.6
10 hours on-demand video
This course is designed to provide a complete introduction to Deep Learning. It is aimed at beginners and intermediate programmers and data scientists who are familiar with Python and want to understand and apply Deep Learning techniques to a variety of problems. We start with a review of Deep Learning applications and a recap of Machine Learning tools and techniques....
$21.99
Fundamentals of Machine Learning for Healthcare
by Matthew LungrenTop Instructor , Serena YeungTop Instructor- 4.8
Approx. 12 hours to complete
Machine learning and artificial intelligence hold the potential to transform healthcare and open up a world of incredible promise. But we will never realize the potential of these technologies unless all stakeholders have basic competencies in both healthcare and machine learning concepts and principles. Concepts and Principles of machine learning in healthcare part 1...
Getting started with TensorFlow 2
by Dr Kevin Webster- 4.9
Approx. 26 hours to complete
At the end of the course, you will bring many of the concepts together in a Capstone Project, where you will develop an image classifier deep learning model from scratch. Tensorflow is an open source machine library, and is one of the most widely used frameworks for deep learning....
Artificial Intelligence Data Fairness and Bias
by Brent Summers- 4.9
Approx. 6 hours to complete
In this course, we will explore fundamental issues of fairness and bias in machine learning. From human bias to dataset awareness, we will explore many aspects of building more ethical models. Building fair models: theory and practice Algorithms inside of algorithms: Getting to fair Getting out of your head: bias awareness...
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Deep Learning through Transformative Pedagogy
by Robyn M Gillies , Pankaj Sah , Annemaree Carroll , Katherine McLay- 0.0
4 Weeks
Deep learning encourages students to become creative, connected, and collaborative problem solvers; to gain knowledge and skills for lifelong learning; and to use a range of contemporary digital technologies to enhance their learning. The importance of communication skills in deep learning The role of student motivation and positive social relationships in deep learning...
$59
機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations
by 林軒田- 4.9
Approx. 10 hours to complete
Machine learning is the study that allows computers to adaptively improve their performance with experience accumulated from the data observed. Our two sister courses teach the most fundamental algorithmic, theoretical and practical tools that any user of machine learning needs to know. Applications of Machine Learning Components of Machine Learning 第三講:Types of Learning 第四講:Feasibility of Learning 第六講: Theory of Generalization...
Applied Deep Learning Capstone Project
by Joseph Santarcangelo- 0.0
5 Weeks
Determine what kind of Deep Learning method to use in which situation Know how to build a Deep Learning model to solve a real problem Master the process of creating a Deep Learning pipeline Apply knowledge of Deep Learning to improve models using real data Demonstrate ability to present and communicate outcomes of Deep Learning projects...
$149