Search result for Data science and machine learning Online Courses & Certifications
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Data Science for Business Innovation
by Marco Brambilla , Emanuele Della Valle- 4.2
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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. It discusses the value that Data Science can create, the main classes of problems that Data Science can solve, the difference is between descriptive, predictive and prescriptive analytics, and the roles of machine learning and artificial intelligence....
A Crash Course in Data Science
by Jeff Leek, PhD , Brian Caffo, PhD , Roger D. Peng, PhD- 4.5
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Approx. 7 hours to complete
By now you have definitely heard about data science and big data. How to describe the role data science plays in various contexts How statistics, machine learning, and software engineering play a role in data science How to identify a successful and an unsuccessful data science project Understand how Statistics and Machine Learning affect Data Science...
Data Science Fundamentals for Data Analysts
by Emma Freeman , Mark Roepke- 0.0
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Approx. 19 hours to complete
First, we’ll give you a quick introduction to data science - what it is and how it is used to solve real-world problems. Completing Data Science Projects Apply foundational data science concepts and techniques to solve these real-world problems. Design, execute, assess, and communicate the results of your very own data science projects....
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....
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. That means that we don't cover the programming based machine learning tools like python and TensorFlow. You will be able to explain and predict how data affects the results of machine learning...
Machine Learning Interview Preparation
by Arpan Chakraborty , Brynn Claypoole , Horatio Thomas- 0.0
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Approx. 1 week
You want to show how you think through a problem, and come to a solution. In this course, you’ll learn exactly what to expect during a machine learning interview....
Free
Fundamentals of Machine Learning for Healthcare
by Matthew LungrenTop Instructor , Serena YeungTop Instructor- 4.8
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Approx. 12 hours to complete
Machine learning and artificial intelligence hold the potential to transform healthcare and open up a world of incredible promise. But we will never realize the potential of these technologies unless all stakeholders have basic competencies in both healthcare and machine learning concepts and principles. Learn important approaches for leveraging data to train, validate, and test machine learning models....
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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 Differences Between Traditional Programming and Machine Learning Protect data privacy and promote ethical practices when developing and deploying AI and machine learning projects....
Data Science Project: MATLAB for the Real World
by Michael Reardon , Brandon Armstrong , Erin Byrne , Adam Filion , Heather Gorr , Maria Gavilan-Alfonso , Matt Rich , Isaac Bruss- 4.8
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Approx. 13 hours to complete
In the capstone project, you will apply the skills learned across courses in the Practical Data Science with MATLAB specialization to explore, process, analyze, and model data. Data and Code Files Tasks for Exploring and Cleaning the Taxi Data Apply Machine Learning Data Science Report Requirements Storytelling in Data Science Conclusion of Practical Data Science with MATLAB...
Machine Learning With Big Data
by Mai Nguyen , Ilkay Altintas- 4.6
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Approx. 22 hours to complete
You will be introduced to tools and algorithms you can use to create machine learning models that learn from data, and to scale those models up to big data problems. • Apply machine learning techniques to explore and prepare data for modeling. Welcome to Machine Learning With Big Data Machine Learning With Big Data - Final Remarks...
