Search result for Supervised and unsupervised learning Online Courses & Certifications
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Prediction and Control with Function Approximation
by Martha White , Adam White- 4.8
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Approx. 22 hours to complete
You will see that estimating value functions can be cast as a supervised learning problem---function approximation---allowing you to build agents that carefully balance generalization and discrimination in order to maximize reward. -Understand how to use supervised learning approaches to approximate value functions Read Me: Pre-requisites and Learning Objectives Framing Value Estimation as Supervised Learning...
Machine Learning for Data Analysis
by Jen Rose , Lisa Dierker- 4.2
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Approx. 10 hours to complete
This course helps you do just that! Machine learning is the process of developing, testing, and applying predictive algorithms to achieve this goal. Building on Course 3, which introduces students to integral supervised machine learning concepts, this course will provide an overview of many additional concepts, techniques, and algorithms in machine learning, from basic classification to decision trees and clustering....
Python: A-Z Artificial Intelligence with Python: 5-in-1
by Packt Publishing- 3.9
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8.5 hours on-demand video
Artificial Intelligence is one of the hottest field in computer science at the moment and has taken the world by storm as a major field of development and research. The first course, Supervised and Unsupervised Learning with Python, covers various classification and regression techniques. Use Deep Learning with Convolutional Neural Networks, and use TensorFlow to build neural networks....
$11.99
Mathematics & Statistics of Machine Learning & Data Science
by Cinnamon TechX- 4.2
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11 hours on-demand video
Learn Mathematics and Statistics of Machine Learning, Artificial Intelligence, Neural Networks and Deep Learning Machine learning is the process that powers many of the services we use today—recommendation systems like those on Netflix, YouTube, and Spotify; search engines like Google and Baidu; social-media feeds like Facebook and Twitter; voice assistants like Siri and Alexa....
$12.99
Meaningful Predictive Modeling
by Julian McAuley , Ilkay Altintas- 4.4
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Approx. 9 hours to complete
This course will help us to evaluate and compare the models we have developed in previous courses. So far we have developed techniques for regression and classification, but how low should the error of a classifier be (for example) before we decide that the classifier is "good enough"? Classification Diagnostics: Accuracy and Error...
Data Mining Through Cluster Analysis Using Python
by Ermin Dedic- 4.2
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1 hour on-demand video
Discover two non-hierarchical clustering algorithms, k-means and DBSCAN. This course is ideal for those that are interested in data mining, and it is a beginner course. This is precisely the reason that unsupervised machine learning has become so important. By using certain approaches to unsupervised machine learning (like clustering) we can discover patterns or underlying structures in data....
$12.99
Machine Learning: Unsupervised Learning
by Charles Isbell , Michael Littman , Pushkar Kolhe- 0.0
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Approx. 1 months
You will learn about and practice a variety of Unsupervised Learning approaches, including: randomized optimization, clustering, feature selection and transformation, and information theory. The answer can be found in Unsupervised Learning!...
Free
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Recommender Systems and Deep Learning in Python
by Lazy Programmer Inc.- 4.6
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12 hours on-demand video
The most in-depth course on recommendation systems with deep learning, machine learning, data science, and AI techniques We’ll be covering state of the art algorithms like matrix factorization and deep learning (making use of both supervised and unsupervised learning - Autoencoders and Restricted Boltzmann Machines), and you’ll learn a bag full of tricks to improve upon baseline results....
$18.99
Machine Learning for Accounting with Python
by Linden Lu- 0.0
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Approx. 63 hours to complete
This course, Machine Learning for Accounting with Python, introduces machine learning algorithms (models) and their applications in accounting problems. It also discusses model evaluation and model optimization. MODULE 1: INTRODUCTION TO MACHINE LEARNING 1 Introduction to Machine Learning 3 Introduction to Machine Learning Algorithms Module 1 Overview and Resources Module 2 Overview and Resources...
The Product Management for AI & Data Science Course 2021
by 365 Careers- 4.5
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5 hours on-demand video
We’ll start off with an introduction to product management for AI and data. You will learn how to distinguish between data analysis and data science, what is the difference between an algorithm and an AI, what counts as machine learning, and what counts as deep learning, and which are the different types of machine learning (supervised, unsupervised, and reinforcement learning)....
$9.99
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