Search result for Supervised learning techniques Online Courses & Certifications
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Practical Predictive Analytics: Models and Methods
by Bill Howe- 4.1
Approx. 7 hours to complete
Collectively, this course will help you internalize a core set of practical and effective machine learning methods and concepts, and apply them to solve some real world problems. Learning Goals: After completing this course, you will be able to: Explain and apply a set of unsupervised learning concepts and methods Supervised Learning...
Hands-on Text Mining and Analytics
by Min Song- 3.9
Approx. 13 hours to complete
Hands-on experience in core text mining techniques including text preprocessing, sentiment analysis, and topic modeling help learners be trained to be a competent data scientists. 3 Description of preprocessing techniques Text Analysis Techniques 1 Explanations of sentiment analysis with supervised learning 2 Explanations of sentiment analysis with unsupervised learning...
From 0 to 1: Machine Learning, NLP & Python-Cut to the Chase
by Loony Corn- 4.5
20 hours on-demand video
A down-to-earth, shy but confident take on machine learning techniques that you can put to work today This course is a down-to-earth, shy but confident take on machine learning techniques that you can put to work today Decision trees and decision tree learning, Overfitting in decision trees, Techniques to mitigate overfitting (cross validation, regularization), Ensemble learning and Random forests...
$14.99
Refactoring Python Code
by Packt Publishing- 3.8
3 hours on-demand video
Practical techniques and methods to make your existing Python code faster, reliable, and more maintainable. Prior to founding QuantCopy, a Machine Learning consultancy, where he experienced firsthand the frustrations of outbound sales and prospecting. Quantitative trading was also a great platform from which to learn about reinforcement learning and supervised learning topics in depth, in a commercial setting....
$12.99
Teaching Impacts of Technology: Data Collection, Use, and Privacy
by Beth Simon- 4.6
Approx. 13 hours to complete
): What is Big Data, Machine Learning finds new music, Wearable technologies. Technology and Computing Concepts: AI vs ML, Supervised vs Unsupervised learning, Neural Networks, Recommender systems, Speech recognition Machine Learning Methods: Supervised vs. Different Approaches to Supporting Learning...
Mastering Data Science and Machine Learning Fundamentals
by AI Sciences- 4.2
2 hours on-demand video
A comprehensive course that will teach you how Data Science and Machine Learning Work. The course not only guides you through the problems and concepts of machine learning but also elaborates on how to implement those concepts successfully. We'll cover the data science, machine learning, and data mining concepts and techniques which you are looking for, including:...
$9.99
Learning Path: OpenCV: Real-Time Computer Vision with OpenCV
by Packt Publishing- 4.4
5.5 hours on-demand video
You’ll start by preparing your data for analysis, learn about supervised and unsupervised learning, and see how to use them. Finally, you’ll learn to implement efficient models using the popular machine learning techniques such as classification, regression, decision trees, K-nearest neighbors, boosting, and neural networks with the aid of C++ and OpenCV....
$11.99
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Solve Business Problems with AI and Machine Learning
by Renée Cummings- 0.0
Approx. 11 hours to complete
Artificial intelligence (AI) and machine learning (ML) have become an essential part of the toolset for many organizations. Solve Business Problems with AI and Machine Learning Course Introduction Machine Learning Model Machine Learning Workflow Concept Drift and Transfer Learning Differences Between Traditional Programming and Machine Learning Differences Between Supervised and Unsupervised Learning...
People Analytics 101 : HR Analytics Fundamentals
by Unlock HR- 4
9 hours on-demand video
To overcome this gap we came up with a solution where you can learn the techniques of solving these problems on your own in a very simple and intuitive self-paced learning method. Applying feature engineering techniques to get the most out of data. Understand the concept of Machine Learning – Supervised and Unsupervised Learning Techniques....
$14.99
Machine Learning Data Lifecycle in Production
by Robert Crowe- 4.5
Approx. 20 hours to complete
Understanding machine learning and deep learning concepts is essential, but if you’re looking to build an effective AI career, you need production engineering capabilities as well. Machine learning engineering for production combines the foundational concepts of machine learning with the functional expertise of modern software development and engineering roles to help you develop production-ready skills....