Search result for Theory of deep learning Online Courses & Certifications
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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
The Complete Neural Networks Bootcamp: Theory, Applications
by Fawaz Sammani- 4.6
37.5 hours on-demand video
Master Deep Learning and Neural Networks Theory and Applications with Python and PyTorch! Including NLP and Transformers This course is a comprehensive guide to Deep Learning and Neural Networks. In this section, we will dive deep into the details and theory of Residual Networks, and then we'll build a Residual Network in PyTorch from scratch!...
$14.99
Neural Networks for Machine Learning From Scratch
by Sefik Ilkin Serengil- 4.2
3 hours on-demand video
Develop your own deep learning framework from zero to one. Hands-on Machine Learning with Python. Deep learning would be part of every developer's toolbox in near future. In this course, we will develop our own deep learning framework in Python from zero to one whereas the mathematical backgrounds of neural networks and deep learning are mentioned concretely....
$11.99
Computational Neuroscience
by Rajesh P. N. Rao , Adrienne Fairhall- 4.6
Approx. 26 hours to complete
We will explore the computational principles governing various aspects of vision, sensory-motor control, learning, and memory. 4 The Electrical Personality of Neurons Change of Basis and PCA (by Rich Pang) 2 Introduction to Unsupervised Learning Learning from Supervision and Rewards (Rajesh Rao) 1 Neurons as Classifiers and Supervised Learning Learning from Supervision and Rewards...
Practical Deep Learning with PyTorch
by Deep Learning Wizard- 4.3
6.5 hours on-demand video
Accelerate your deep learning with PyTorch covering all the fundamentals of deep learning with a python-first framework. Growing Importance of Deep Learning Deep learning underpins a lot of important and increasingly important applications today ranging from facial recognition, to self-driving cars, to medical diagnostics and more. Gradual Learning Style...
$15.99
Creating a Personalized Learning Environment in the Classroom
by Jamie Haig Marr Costley , Maxim Bulanov- 0.0
Approx. 15 hours to complete
The course provides an overview of current pedagogical, psychological and philosophical theories and approaches, accompanied by a large practical block on the design of personalized learning environment in the classroom. - gradually implement methods of personalised learning in their work The idea of personalized learning A Learning Theory for the Digital Age...
Exploratory Data Analysis for Machine Learning
by Mark J Grover , Miguel Maldonado- 4.6
Approx. 8 hours to complete
This first course in the IBM Machine Learning Professional Certificate introduces you to Machine Learning and the content of the professional certificate. In this course you will realize the importance of good, quality data. A Brief History of Modern AI and its Applications Machine Learning and Deep Learning History of Machine Learning and Deep Learning...
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Machine Learning Under the Hood: The Technical Tips, Tricks, and Pitfalls
by Eric Siegel- 4.8
Approx. 17 hours to complete
There are no exercises involving coding or the use of machine learning software. This course includes illuminating software demos of machine learning in action using SAS products. Deep learning Pitfalls: the seven deadly sins of machine learning Pitfalls: the seven deadly sins of machine learning Circumvent the most common technical pitfalls of machine learning...
New Learning: Principles and Patterns of Pedagogy
by Dr William Cope , Dr Mary Kalantzis- 4.7
Approx. 15 hours to complete
Education is in a state of flux – transitioning from traditional architectures and practices to new ecologies of teaching and learning influenced by the tremendous social and technological changes of our times. The Learning Design and Leadership Series of MOOCs Multimodal Literacies: Communication and Learning in the Era of Digital Media...
Unsupervised Learning with Python: Step-by-Step Tutorial!
by Packt Publishing- 2.8
7.5 hours on-demand video
By the end of the course, you’ll apply clustering and dimensionality reduction in Machine Learning using Python as well as Master Unsupervised Learning to solve real-world problems! By the end of the course, you’ll apply clustering and dimensionality reduction in Deep Learning using Python as well as Master Unsupervised Learning to solve real-world problems!...
$12.99