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Creating a Personalized Learning Environment in the Classroom
by Jamie Haig Marr Costley , Maxim Bulanov- 0.0
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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 Theoretical bases and principles to create personalized learning environment in the classroom A Learning Theory for the Digital Age...
機器學習基石上 (Machine Learning Foundations)---Mathematical Foundations
by 林軒田- 4.9
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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. Perceptron Learning Algorithm (PLA) 第三講：Types of Learning Learning with Different Output Space...
The Complete Neural Networks Bootcamp: Theory, Applications
by Fawaz Sammani- 4.6
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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 introduce the famous loss functions that are used in Deep Learning and Neural Networks. Section 9 - Visualize the Learning Process...
$14.99
Cluster Analysis- Theory & workout using SAS and R
by Gopal Prasad Malakar- 3.7
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5 hours on-demand video
Unsupervised Machine Learning : Hierarchical & non hierarchical clustering (k-means), theory & SAS / R program Part 01 - cluster analysis theory and workout using SAS...
$12.99
Music Theory - Fundamentals for Composition in Any Genre
by Max Konyi- 4.9
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8 hours on-demand video
Expand your music composition skills through learning universal music theory principles, mindset, and ear training. Part 1: Fundamentals, Mind & EarThis course will lead you through the abyss of music theory into a new world of understanding, creativity, and confidence. Is this a music theory course? Definitely! However, it is theory in service of composition....
$13.99
Python & Machine Learning for Financial Analysis
by Dr. Ryan Ahmed, Ph.D., MBA- 4.5
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23 hours on-demand video
If the answer is yes, then welcome to the “The Complete Python and Machine Learning for Financial Analysis” course in which you will learn everything you need to develop practical real-world finance/banking applications in Python! Understand the theory and intuition behind several machine learning algorithms for regression tasks (simple/multiple/polynomial), classification and clustering (K-Means)....
$17.99
Machine Learning Regression Masterclass in Python
by Dr. Ryan Ahmed, Ph.D., MBA- 4.7
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10.5 hours on-demand video
Build 8+ Practical Projects and Master Machine Learning Regression Techniques Using Python, Scikit Learn and Keras Machine Learning is a subfield of Artificial Intelligence that enables machines to improve at a given task with experience. The course provides students with practical hands-on experience in training machine learning regression models using real-world dataset....
$17.99
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CS50's Introduction to Artificial Intelligence with Python
by David J. Malan , Brian Yu- 0.0
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7 Weeks
Learn to use machine learning in Python in this introductory course on artificial intelligence. Through hands-on projects, students gain exposure to the theory behind graph search algorithms, classification, optimization, reinforcement learning, and other topics in artificial intelligence and machine learning as they incorporate them into their own Python programs. probability theory...
$199
Data Analysis Bootcamp™ 21 Real World Case Studies
by Rajeev D. Ratan- 4.4
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15 hours on-demand video
Our learning path to becoming a fully-fledged Data Analyst includes: Machine Learning - Supervised Learning Machine Learning - Unsupervised Learning (Clustering) Unsupervised Machine Learning with K-Means Clustering Machine Learning from Linear Regressions (polynomial & multivariate), K-NNs, Logistic Regressions, SVMs, Decision Trees & Random Forests...
$13.99
Learning in the Network Age
by Nicholas Fair , Christian Bokhove- 0.0
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Find out, and discover how to make use of your own personal learning network....
Free
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