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Our Courses
Fitting Statistical Models to Data with Python
In this course, we will expand our exploration of statistical inference techniques by focusing on the science and art of fitting statistical models to data. We will build on the concepts presented in the Statistical Inference course (Course 2) to emphasize the importance of connecting research questions to our data analysis methods.
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Course by
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Self Paced
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15 hours
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English
Photography Capstone Project
The Capstone Project is your opportunity to take advantage of the knowledge you have gained through our journey in learning about photography, to develop a meaningful project of 10 well formed photographs based in your passion for artistic expression, or a subject for documentary exploration, insightful portraiture, imaging for work-related subjects, or some other aspect of photography. We are confident that it will be a project that you will be excited to share with fellow Learners.
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Course by
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Self Paced
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21 hours
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English
The Importance of Listening
In this second MOOC in the Social Marketing Specialization - "The Importance of Listening" - you will go deep into the Big Data of social and gain a more complete picture of what can be learned from interactions on social sites. You will be amazed at just how much information can be extracted from a single post, picture, or video.
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Course by
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Self Paced
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8 hours
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English
Human Resources Management Capstone: HR for People Managers
This specialization provides a robust introduction to the key principles, policies, and practices of human resource management, with a focus on understanding managerial choices and constraints, acquiring and onboarding talent, managing employee performance, and rewarding employees. The capstone project provides learners with the opportunity to apply these key principles and practices to a real-world workplace (including a learner's own workplace if desired).
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Course by
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Self Paced
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15 hours
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English
Linear Regression for Business Statistics
Regression Analysis is perhaps the single most important Business Statistics tool used in the industry. Regression is the engine behind a multitude of data analytics applications used for many forms of forecasting and prediction. This is the fourth course in the specialization, "Business Statistics and Analysis". The course introduces you to the very important tool known as Linear Regression. You will learn to apply various procedures such as dummy variable regressions, transforming variables, and interaction effects.
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Course by
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Self Paced
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28 hours
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English
Machine Learning: Classification
Case Studies: Analyzing Sentiment & Loan Default Prediction In our case study on analyzing sentiment, you will create models that predict a class (positive/negative sentiment) from input features (text of the reviews, user profile information,...). In our second case study for this course, loan default prediction, you will tackle financial data, and predict when a loan is likely to be risky or safe for the bank.
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Course by
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Self Paced
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21 hours
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English
Digital Marketing Capstone
This four-week Capstone of the Digital Marketing Specialization is designed to help you apply the principles you have learned in the previous courses. This capstone course is designed to give you hands-on experience in executing a digital marketing campaign for a fictitious firm selling electronics. In the previous courses on analytics and channels, you came up with strategies to identify a firm’s objectives, specify a few key ones, research alternatives to reaching the customer in their decision journey and finally propose a multi-channel digital marketing plan.
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Course by
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Self Paced
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14 hours
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English
Creative Writing: The Craft of Character
At the center of a good story are the characters in it. In this course aspiring writers will discover how to build and bring to life complex, vivid and unforgettable characters. We will study the choices a writer makes to bring all characters to life on the page, and we will perform written exercises in order to develop a variety of writing and pre-writing techniques, in order to create a variety of characters. We will learn how to use our own life experiences, and the people we know (and how not to!).
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Course by
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Self Paced
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6 hours
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English
Business Analytics for Decision Making
In this course you will learn how to create models for decision making. We will start with cluster analysis, a technique for data reduction that is very useful in market segmentation. You will then learn the basics of Monte Carlo simulation that will help you model the uncertainty that is prevalent in many business decisions. A key element of decision making is to identify the best course of action. Since businesses problems often have too many alternative solutions, you will learn how optimization can help you identify the best option.
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Course by
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Self Paced
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9 hours
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English
Managing the Organization
This course is intended to help you become a better manager by helping you more fully understand and deal with the complexities and challenges associated with managerial life in organizations.
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Course by
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Self Paced
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13 hours
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English
Managerial Accounting Fundamentals
This course, developed at the Darden School of Business at the University of Virginia and taught by top-ranked faculty, will teach you the fundamentals of managerial accounting including how to navigate the financial and related information managers need to help them make decisions. You'll learn about cost behavior and cost allocation systems, how to conduct cost-volume-profit analysis, and how to determine if costs and benefits are relevant to your decisions.
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Course by
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Self Paced
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13 hours
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English
Data Visualization with Tableau Project
In this project-based course, you will follow your own interests to create a portfolio worthy single-frame viz or multi-frame data story that will be shared on Tableau Public. You will use all the skills taught in this Specialization to complete this project step-by-step, with guidance from your instructors along the way. You will first create a project proposal to identify your goals for the project, including the question you wish to answer or explore with data. You will then find data that will provide the information you are seeking.
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Course by
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Self Paced
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12 hours
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English
Business English: Basics
This course aims to improve your Business English language skills by developing your vocabulary and reading skills and your understanding of tone, style and knowledge of communication methods. We'll also cover how these language skills can enhance audience analysis, business case analysis and basic business communication strategies.
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Course by
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Self Paced
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21 hours
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English
The Marketing Plan
Create your own Marketing Plan for your own product or service idea. In this course you will learn how to produce arguably the most important marketing tool for any business. Rather than simply learning the stages of The Marketing Plan, you will be asked each week to complete a peer graded assignment which will help you complete a simplified version of the plan.
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Course by
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Self Paced
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17 hours
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English
Noun Clauses and Conditionals
This is the third course in the Learn English: Advanced Grammar and Punctuation specialty. In this class, you will learn about the advanced grammar concepts of noun clauses and conditionals. You will learn about several different types of each and get lots of practice using them appropriately. This may seem like difficult grammar, but this course will make them easy to understand. These grammar points are essential for any learner trying to master fluency in the English language. Please note that the free version of this class gives you access to all of the instructional videos and handouts.
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Course by
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Self Paced
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21 hours
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English
Cloud Computing Applications, Part 2: Big Data and Applications in the Cloud
Welcome to the Cloud Computing Applications course, the second part of a two-course series designed to give you a comprehensive view on the world of Cloud Computing and Big Data! In this second course we continue Cloud Computing Applications by exploring how the Cloud opens up data analytics of huge volumes of data that are static or streamed at high velocity and represent an enormous variety of information. Cloud applications and data analytics represent a disruptive change in the ways that society is informed by, and uses information.
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Course by
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Self Paced
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20 hours
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English
Corporate & Commercial Law I: Contracts & Employment Law
This class deals with the business law topics that appear on the CPA exam: Agency, Contracts, Debtor-Creditor Relationships, Government Regulation of Business, and Business Organizations. Students will gain an understanding of how these areas of the law affect businesses and their operations, with an eye on preparation for the business law portions of the REG section of the CPA exam.
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Course by
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Self Paced
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24 hours
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English
Applied Machine Learning in Python
This course will introduce the learner to applied machine learning, focusing more on the techniques and methods than on the statistics behind these methods. 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. The issue of dimensionality of data will be discussed, and the task of clustering data, as well as evaluating those clusters, will be tackled.
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Course by
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31 hours
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English
Fundamentals of Visualization with Tableau
In this first course of this specialization, you will discover what data visualization is, and how we can use it to better see and understand data. Using Tableau, we’ll examine the fundamental concepts of data visualization and explore the Tableau interface, identifying and applying the various tools Tableau has to offer. By the end of the course you will be able to prepare and import data into Tableau and explain the relationship between data analytics and data visualization.
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Course by
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Self Paced
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11 hours
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English
Data Structures
A good algorithm usually comes together with a set of good data structures that allow the algorithm to manipulate the data efficiently. In this online course, we consider the common data structures that are used in various computational problems. You will learn how these data structures are implemented in different programming languages and will practice implementing them in our programming assignments. This will help you to understand what is going on inside a particular built-in implementation of a data structure and what to expect from it.
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Course by
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Self Paced
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25 hours
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English
Fundamentals of GIS
Explore the world of spatial analysis and cartography with geographic information systems (GIS). In this class you will learn the basics of the industry’s leading software tool, ArcGIS, during four week-long modules: Week 1: Learn how GIS grew from paper maps to the globally integrated electronic software packages of today. You will install ArcGIS on your computer and learn how to use online help to answer technical questions. Week 2: Open up ArcGIS and explore data using ArcMap.
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Course by
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Self Paced
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56 hours
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English
Integrated Marketing Communications: Advertising, Public Relations, Digital Marketing and more
Just how familiar are you with a marketing communication campaign? Learn more about this key pillar in the marketing mix and use it to give the push your product or service needs. Through this course you will understand the most important issues when planning and evaluating marketing communications strategies and executions in order to create valuable brands and win consumers.
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Course by
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Self Paced
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11 hours
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English
Understanding Financial Markets
In this course, you will learn what the main financial markets and their characteristics are as well as how they are linked to the economy. Our very diversified team of experts will start by teaching you how the price of stocks and bonds are computed and why they move while you will become increasingly aware of the notion of risk and why it matters when measuring an investment's performance. The focus will then move to less popular markets such as gold, emerging markets, real estate, hedge funds and private markets.
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Course by
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Self Paced
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11 hours
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English
Write A Feature Length Screenplay For Film Or Television
Write a Full Length Feature Film Script In this course, you will write a complete, feature-length screenplay for film or television, be it a serious drama or romantic comedy or anything in between. You’ll learn to break down the creative process into components, and you’ll discover a structured process that allows you to produce a polished and pitch-ready script by the end of the course. Completing this project will increase your confidence in your ideas and abilities, and you’ll feel prepared to pitch your first script and get started on your next.
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Course by
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Self Paced
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93 hours
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English
Advanced Trading Algorithms
This course will provide back test results for all the strategies in developed and emerging markets. The learner will also be taught scientific ways of back testing without succumbing to either look ahead (or) survival bias. You will learn various methods of building a robust back testing system for the strategies discussed in the previous course. You will be taught how to differentiate between mere data mining and results based on solid empirical or theoretical foundation.
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Course by
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Self Paced
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11 hours
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English