Search result for Machine learning for mathematicians Online Courses & Certifications
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Python and Machine Learning for Asset Management
by John Mulvey - Princeton University , Lionel Martellini, PhD- 3
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Approx. 17 hours to complete
Machine Learning for Investment Decisions: A Brief Guided Tour References for module 1"Introducing the fundamentals of machine learning" Machine learning techniques for robust estimation of factor models References for module 2"Machine learning techniques for robust estimation of factor models" Machine learning techniques for efficient portfolio diversification Machine learning techniques for regime analysis...
Machine Learning for All
by Dr Marco Gillies- 4.7
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Approx. 22 hours to complete
Machine Learning has a reputation for being one of the most complex areas of computer science, requiring advanced mathematics and engineering skills to understand it. NB this course is designed to introduce you to Machine Learning without needing any programming. Welcome to Machine Learning for All Interview: Advice for your first Machine Learning Project Preparing for your machine learning project...
Fundamentals of Machine Learning for Healthcare
by Matthew LungrenTop Instructor , Serena YeungTop Instructor- 4.8
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Approx. 12 hours to complete
We will explore machine learning approaches, medical use cases, metrics unique to healthcare, as well as best practices for designing, building, and evaluating machine learning applications in healthcare. Evaluation and Metrics for machine learning in healthcare Building Multidiciplinary Teams for Clinical Machine Learning Learn important approaches for leveraging data to train, validate, and test machine learning models....
Guided Tour of Machine Learning in Finance
by Igor Halperin- 3.8
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Approx. 24 hours to complete
Supervised Machine Learning methods are used in the capstone project to predict bank closures. The goal of Guided Tour of Machine Learning in Finance is to get a sense of what Machine Learning is, what it is for and in how many different financial problems it can be applied to. Machine Learning as a Foundation of Artificial Intelligence, Part I...
Solve Business Problems with AI and Machine Learning
by Renée Cummings- 0.0
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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 Guidelines for Following the Machine Learning Workflow Guidelines for Formulating a Machine Learning Outcome Guidelines for Configuring a Machine Learning Toolset...
Introduction to Applied Machine Learning
by Anna Koop- 4.7
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Approx. 7 hours to complete
This course is for professionals who have heard the buzz around machine learning and want to apply machine learning to data analysis and automation. Whether finance, medicine, engineering, business or other domains, this course will introduce you to problem definition and data preparation in a machine learning project. You will prepare data for effective machine learning applications....
Launching Machine Learning: Delivering Operational Success with Gold Standard ML Leadership
by Eric Siegel- 4.9
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Approx. 14 hours to complete
Machine learning runs the world. Machine learning for government and healthcare Machine learning for government and healthcare Sourcing the staff for a machine learning project Sourcing the staff for a machine learning project Machine learning for social good Machine learning for social good - more examples (optional) Machine learning for social good...
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Applied Machine Learning in Python
by Kevyn Collins-Thompson- 4.6
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Approx. 34 hours to complete
The course will start with a discussion of how machine learning is different than descriptive statistics, and introduce the scikit learn toolkit through a tutorial. Key Concepts in Machine Learning Python Tools for Machine Learning An Example Machine Learning Problem Module 2: Supervised Machine Learning - Part 1 Introduction to Supervised Machine Learning...
Follow a Machine Learning Workflow
by Renée Cummings- 0.0
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Approx. 20 hours to complete
Follow a Machine Learning Workflow Course Introduction Machine Learning Datasets Guidelines for Selecting a Machine Learning Dataset ETL and Machine Learning Pipelines Machine Learning Algorithms Guidelines for Setting Up a Machine Learning Model Guidelines for Incorporating Machine Learning into a Long-Term Solution Collect and prepare a dataset to use for training and testing a machine learning model....
Machine Learning With Big Data
by Mai Nguyen , Ilkay Altintas- 4.6
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Approx. 22 hours to complete
• Apply machine learning techniques to explore and prepare data for modeling. Welcome to Machine Learning With Big Data Introduction to Machine Learning with Big Data Machine Learning Overview Slides: Data Preparation for Machine Learning PDFs for Evaluation of Machine Learning Models Hands-On Readings Machine Learning With Big Data - Final Remarks...
