Search result for Data science concepts 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
The course is a compendium of the must-have expertise in data science for executive and middle-management to foster data-driven innovation. Topics cover the essential concepts and intuitions on data needs, data analysis, machine learning methods, respective pros and cons, and practical applicability issues. Big Data and Data Science Success Story: Data Science at Netflix...
Intro to Analytic Thinking, Data Science, and Data Mining
by Dursun Delen , Julie Pai- 4
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Approx. 7 hours to complete
In this course, we will begin with an exploration of the field and profession of data science with a focus on the skills and ethical considerations required when working with data. Solving Problems with Data Science Data Science and Employee Retention Solving Problems with Data Science The knowledge and skills needed to work in the data science profession...
Data Science Methodology
by Alex Aklson , Polong Lin- 4.6
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Approx. 8 hours to complete
This course has one purpose, and that is to share a methodology that can be used within data science, to ensure that the data used in problem solving is relevant and properly manipulated to address the question at hand. - The major steps involved in tackling a data science problem. Data Preparation - Concepts...
The Data Scientist’s Toolbox
by Jeff Leek, PhD , Roger D. Peng, PhD , Brian Caffo, PhD- 4.6
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Approx. 18 hours to complete
In this course you will get an introduction to the main tools and ideas in the data scientist's toolbox. The course gives an overview of the data, questions, and tools that data analysts and data scientists work with. Data Science Fundamentals The Data Science Process Data Science Process Types of Data Science Questions Types of Data Science Questions...
Natural Language Processing and Capstone Assignment
by Dursun Delen , Julie Pai- 0.0
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Approx. 5 hours to complete
The Past, Present, and Future of Data Science I Future of Data Analytics The Past, Present, and Future of Data Science I The Past, Present, and Future of Data Science II The Past, Present, and Future of Data Science II Future trends and possibilities in data science...
Data Science Fundamentals for Data Analysts
by Emma Freeman , Mark Roepke- 0.0
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Approx. 19 hours to complete
For the rest of the course, we'll teach you the skills you need to apply foundational data science concepts and techniques to solve these real-world problems. Completing Data Science Projects A Review of the Data Science Process Data Science Project Lab Intro Apply foundational data science concepts and techniques to solve these real-world problems....
Promote the Ethical Use of Data-Driven Technologies
by Renée Cummings , Aaron Hui , Megan Smith Branch , Eleanor 'Nell' Watson , Tania De Gasperis- 4.7
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Approx. 21 hours to complete
You will learn types of bias and common ethical theories and how they can be applied to emerging technology, and examine legal and ethical privacy concepts as they relate to technologies such as artificial intelligence, machine learning and data science fields. Data Science Pipeline Distinguish between artificial intelligence and data science concepts....
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Introduction to the Tidyverse
by Carrie Wright, PhD , Shannon Ellis, PhD , Stephanie Hicks, PhD , Roger D. Peng, PhD- 0.0
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Approx. 8 hours to complete
This course introduces a powerful set of data science tools known as the Tidyverse. Data Terminology The Data Science Life Cycle & Tidyverse Ecosystem The Data Science Life Cycle Data Science Project Organization & Workflows Data Science Workflows Project: Organizing a New Data Science Project Organize and initialize a data science project...
Data Manipulation at Scale: Systems and Algorithms
by Bill Howe- 4.3
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Approx. 20 hours to complete
Data analysis has replaced data acquisition as the bottleneck to evidence-based decision making --- we are drowning in it. Describe common patterns, challenges, and approaches associated with data science projects, and what makes them different from projects in related fields. Data Science Context and Concepts Characterizing Data Science Distinguishing Data Science from Related Topics Four Dimensions of Data Science...
How Computers Work
by Dr Marco Gillies- 4.6
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Approx. 10 hours to complete
You will learn how to apply computer science concepts to solve problems in daily computer use and generally be a better computer user. 1 What is computer science and how can it help us? 2 Abstraction in data representations 1 The deep secret of computer science 7 Your data...
