Search result for Supervised learning models Online Courses & Certifications
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Deep Learning Fundamentals with Keras
by Alex Aklson- 0.0
5 Weeks
What are supervised and unsupervised deep learning models? How to use Keras to build, train, and test deep learning models? You will learn about supervised deep learning models, such as convolutional neural networks and recurrent neural networks, and how to build a convolutional neural network using the Keras library. You will learn about unsupervised learning models such as autoencoders....
$99
Build Regression, Classification, and Clustering Models
by Anastas Stoyanovsky- 0.0
Approx. 20 hours to complete
This third course within the Certified Artificial Intelligence Practitioner (CAIP) professional certificate introduces you to some of the major machine learning algorithms that are used to solve the two most common supervised problems: regression and classification, and one of the most common unsupervised problems: clustering. Build Linear Regression Models Using Linear Algebra Module Introduction...
Data Science for Business Innovation
by Marco Brambilla , Emanuele Della Valle- 4.2
Approx. 7 hours to complete
Topics cover the essential concepts and intuitions on data needs, data analysis, machine learning methods, respective pros and cons, and practical applicability issues. Machine Learning Machine Learning Machine Learning slides Machine Learning Machine Learning Machine Learning Foundational concepts and intuitions about machine learning techniques...
Guided Tour of Machine Learning in Finance
by Igor Halperin- 3.8
Approx. 24 hours to complete
Supervised Machine Learning methods are used in the capstone project to predict bank closures. Machine Learning as a Foundation of Artificial Intelligence, Part I Machine Learning as a Foundation of Artificial Intelligence, Part II Machine Learning as a Foundation of Artificial Intelligence, Part III Overview of the Supervised Machine Learning in Finance Introduction to Supervised Learning Supervised Learning in Finance...
Distributed Machine Learning with Apache Spark
by Ameet Talwalkar , Jon Bates- 0.0
4 Weeks
Learn the underlying principles required to develop scalable machine learning pipelines and gain hands-on experience using Apache Spark. Machine learning aims to extract knowledge from data, relying on fundamental concepts in computer science, statistics, probability and optimization. The underlying statistical and algorithmic principles required to develop scalable real-world machine learning pipelines...
$99
Launching into Machine Learning
by Google Cloud Training- 4.6
Approx. 22 hours to complete
We then discuss how to set up a supervised learning problem and find a good solution using gradient descent. Identify why deep learning is currently popular Optimize and evaluate models using loss functions and performance metrics Mitigate common problems that arise in machine learning Supervised Learning Supervised Learning Defining ML Models...
Deep Learning Fundamentals with Keras
by Alex Aklson- 0.0
5 Weeks
What are deep learning libraries and how do they compare to one another? What are supervised and unsupervised deep learning models? You will learn about supervised deep learning models, such as convolutional neural networks and recurrent neural networks, and how to build a convolutional neural network using the Keras library. You will learn about unsupervised learning models such as autoencoders....
$99
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Practical Introduction to Machine Learning with Python
by Madhu Siddalingaiah- 4.5
4.5 hours on-demand video
Quickly Learn the Essentials of Artificial Intelligence (AI) and Machine Learning (ML) If you are a software developer interested in developing machine learning models from the ground up, then my second course, Practical Machine Learning by Example in Python might be a better fit. There are a number of machine learning examples demonstrated throughout the course....
$12.99
Data Science Fundamentals For Beginners
by VIEH Group- 3.1
1.5 hours on-demand video
That means by completing this course I guarantee you that you will learn all the complex Data Science Components and Machine Learning Algorithms in a easy and Understandable way. And, this is the right time to start learning Data Science. Understanding Machine Learning Vs Data Science Machine Learning Workflow Machine Learning Predictions Models Deep Learning Supervised Vs Unsupervised Learning...
$12.99
Machine Learning Fundamentals
by Sanjoy Dasgupta- 0.0
10 Weeks
Or exploit data to create simple predictive models of the world? In this course, part of the Data Science MicroMasters program, you will learn a variety of supervised and unsupervised learning algorithms, and the theory behind those algorithms. Generative and discriminative models Linear models and extensions to nonlinearity using kernel methods...
$350