Search result for Mathematics for machine learning Online Courses & Certifications
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Design Thinking and Predictive Analytics for Data Products
by Julian McAuley , Ilkay Altintas- 4.5
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Approx. 8 hours to complete
This is the second course in the four-course specialization Python Data Products for Predictive Analytics, building on the data processing covered in Course 1 and introducing the basics of designing predictive models in Python. In this course, you will understand the fundamental concepts of statistical learning and learn various methods of building predictive models....
Using SAS Viya REST APIs with Python and R
by Jordan Bakerman , Ari Zitin- 0.0
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Approx. 18 hours to complete
You’ll learn how to create both machine learning and deep learning models to tackle a variety of data sets and complex problems. SAS Scripting Wrapper for Analytics Transfer Machine Learning Demo: Using R Functions and Looping for Efficient Coding Machine Learning Quiz Convolutional Neural Networks for Image Classification Factorization Machines for Recommendation...
Understanding Artificial Intelligence through Algorithmic Information Theory
by Jean-Louis Dessalles- 0.0
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5 Weeks
If you are interested in machine learning or are planning to explore it, the course will make you see artificial learning in an entirely new way. You will know how to formulate optimal hypotheses for a learning task. A criterion to make optimal hypotheses in learning tasks A new understanding of machine learning as a way to achieve compression...
$49
Specialized Models: Time Series and Survival Analysis
by Mark J Grover , Miguel Maldonado- 4.5
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Approx. 11 hours to complete
This course introduces you to additional topics in Machine Learning that complement essential tasks, including forecasting and analyzing censored data. You will learn a few techniques for Time Series Analysis and Survival Analysis. Identify types of problems suitable for survival analysis Check for Understanding Check for Understanding Deep Learning for Forecasting Demo (Activity)...
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 an extremely hot topic; the demand for experienced machine learning engineers and data scientists has been steadily growing in the past 5 years. The course provides students with practical hands-on experience in training machine learning regression models using real-world dataset....
$17.99
Introduction to Artificial Intelligence (AI)
by Rav Ahuja- 4.7
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Approx. 9 hours to complete
In this course you will learn what Artificial Intelligence (AI) is, explore use cases and applications of AI, understand AI concepts and terms like machine learning, deep learning and neural networks. Optional: Application Domains for AI Machine Learning Machine Learning Techniques and Training Explain terms like Machine Learning, Deep Learning and Neural Networks...
Species Distribution Models with GIS & Machine Learning in R
by Minerva Singh- 4.2
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3.5 hours on-demand video
Mapping Habitat Suitability for Conservation Using Machine Learning and GIS in R In this course, actual spatial data from Peninsular Malaysia will be used to give a practical hands-on experience of working with real life spatial data for mapping habitat suitability in conjunction with classical SDM models like MaxEnt and machine learning alternatives such as Random Forests....
$12.99
Master Python language - MySQL connector
by Kaushik Vadali- 4.4
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3 hours on-demand video
Learn Python for mastering machine learning, data science, big data, mysql connector Our course is presented in with explanations and practice simultaneously for quick learning. MySQL connector for Python 00:05:00...
$12.99
AI Programming with Python
by Ortal Arel , Luis Serrano , Jennifer Staab , Juan Delgado , Grant Sanderson , Mat Leonard , Mike Yi , Juno Lee , Andrew Paster- 0.0
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3 Months
Learn Python, NumPy, Pandas, Matplotlib, PyTorch, Calculus, and Linear Algebra—the foundations for building your own neural network. If you wish to prepare for a full-time AI-related career, we recommend enrolling in our Machine Learning Engineer Nanodegree program next....
AWS DeepRacer
by Blane Sundred , DeClercq Wentzel- 0.0
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Approx. 2 weeks
AWS DeepRacer is a 1/18th scale race car which gives you an interesting and fun way to get started with reinforcement learning (RL). Learn the fundamentals of machine learning and reinforcement learning in a fun and engaging way through autonomous driving with AWS DeepRacer. lesson 2 Reinforcement learning in DeepRacer DeepRacer definition....
Free
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