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Advancing Learning Through Evidence-Based STEM Teaching
by Teri Balser , Angela Siegel , Derek Bruff , Henry (Rique) Campa- 0.0
8 Weeks
The value of learning through diversity and strategies to incorporate it in your classroom....
Design Thinking for Leading and Learning
by Justin Reich , Elizabeth Huttner-Loan , Alyssa Napier- 0.0
6 Weeks
A hands-on course for education leaders to learn about design thinking and explore how it can transform classroom learning and school communities. How do we prepare K-12 students and learning communities to be as successful as possible? Examples of how and why PK-12 educators use the design thinking process to enhance student learning in their classrooms....
$49
Architecting AWS: Best Practices, Patterns & Troubleshooting
by Packt Publishing- 4.1
2 hours on-demand video
You see some secret hints and tips on common problem areas you may encounter. As CTO of Scout Solutions Ltd, he built a fully serverless set of API’s and analytics stack based around Lambda and Redshift. If it's new and solves a problem in an innovative way he’s keen to give it a go!...
$9.99
Introduction to Artificial Neural Network and Deep Learning
by Prof. Seyedali- 4.5
7 hours on-demand video
The Best Machine Learning Techniques for Data Science in Java and Neuroph with Application in Image Recognition Machine learning is an extremely hot area in Artificial Intelligence and Data Science. Machine learning is getting popular in all industries every single month with the main purpose of improving revenue and decreasing costs....
$12.99
Hands - On Reinforcement Learning with Python
by Packt Publishing- 3.9
4.5 hours on-demand video
A practical tour of prediction and control in Reinforcement Learning using OpenAI Gym, Python, and TensorFlow Reinforcement learning (RL) is hot! This branch of machine learning powers AlphaGo and Deepmind's Atari AI. The scope of Reinforcement Learning applications outside toy examples is immense. IO, a machine learning consultancy, where he experienced first hand the frustrations of outbound sales and prospecting....
$11.99
Unsupervised Learning with Python: Step-by-Step Tutorial!
by Packt Publishing- 2.8
7.5 hours on-demand video
Master advanced clustering, topic modeling, manifold learning, and autoencoders using Unsupervised Learning with Python! Unlike supervised machine learning, unsupervised machine learning methods cannot be applied to a regression or a classification problem as you have no idea what the values for the output data might be, making it impossible for you to train the algorithm the way you normally would....
$12.99
Classroom Strategies for Inquiry-Based Learning
by Kelli Allen , Shelly Rodriguez- 0.0
4 Weeks
Inquiry-based learning aims to increase student engagement by helping learners develop hands-on, minds-on skills. It prioritizes the knowledge and experience that students bring to the classroom and it promotes active problem solving, communication, and the shared construction of new ideas. Create a learning guide to use when implementing inquiry-based instruction in the classroom...
$149
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Imbalanced Learning (Unbalanced Data) - The Complete Guide
by Bassam Almogahed- 4
5 hours on-demand video
Data based approaches, algorithmic approaches and more! The problem with unbalanced data is the performance of learning algorithms in the presence of underrepresented data and severely skewed class distributions. Discuss the major assessment metrics for imbalanced learning to help you correctly evaluate the effectiveness of your solution....
$119.99
MATLAB/SIMULINK Masterclass - From a Beginner to an Expert
by Tod Vachev- 4.2
4 hours on-demand video
Enhance your problem solving skills in Modelling & Simulation. In this course you will start learning MATLAB/SIMULINK : You will enhance your skills in MATLAB/SIMULINK as well as your problem solving abilities. Complete the course lectures, examples, quizzes and assignments in MATLAB/SIMULINK and you will be able to distinguish your self as a Model Based Design Engineer....
$15.99
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. 第一講:The Learning Problem Perceptron Learning Algorithm (PLA) 第三講:Types of Learning...