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Predictive Modeling and Analytics

Predictive Modeling and Analytics

Welcome to the second course in the Data Analytics for Business specialization!
This course will introduce you to some of the most widely used predictive modeling techniques and their core principles. By taking this course, you will form a solid foundation of predictive analytics, which refers to tools and techniques for building statistical or machine learning models to make predictions based on data. You will learn how to carry out exploratory data analysis to gain insights and prepare data for predictive modeling, an essential skill valued in the business.

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  • 11 hours
  • English
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Introduction to Self-Driving Cars

Introduction to Self-Driving Cars

Welcome to Introduction to Self-Driving Cars, the first course in University of Toronto’s Self-Driving Cars Specialization.
This course will introduce you to the terminology, design considerations and safety assessment of self-driving cars. By the end of this course, you will be able to: \n- Understand commonly used hardware used for self-driving cars\n- Identify the main components of the self-driving software stack\n- Program vehicle modelling and control \n- Analyze the safety frameworks and current industry practices for vehicle development

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  • 35 hours
  • English
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Challenges of Leading Technical Teams

Challenges of Leading Technical Teams

Great Leaders lead by example. They protect their team members, empower them, and help them to improve and grow while the team members, in turn, help the organization improve and grow. Working together with the team, they envision what the organization could be and inspire others to help execute the strategy that will take them there.

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  • 9 hours
  • English
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Analysis of Business Problems

Analysis of Business Problems

When does an opportunity to increase the bottom line become a liability for long-term brand sustainability and profitability? That is the question that GAS GAS, an off-road motorcycle manufacturer, is confronting. \n\nIn this culminating course, it’s time to use the business tools you have learned throughout the specialization to solve this real business problem. To help you as you develop a solution to the GAS GAS dilemma, in the Capstone you will also learn a six-step analysis of business problems methodology.

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  • 10 hours
  • English
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Presentations: Speaking so that People Listen

Presentations: Speaking so that People Listen

Do you have to give presentations in school or at your work? Is it nerve-racking? Then you've come to the right place. Everyone gets a little nervous when they think about having to stand in front of other people and speak intelligently. This course will give you helpful tips for making effective speeches and delivering them well in typical American settings. You'll learn how to organize a presentation, how to make it memorable, and how to communicate clearly. In the course, you'll have several opportunities to demonstrate the presentation skills that you learn.

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  • 25 hours
  • English
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Positioning: What you need for a successful Marketing Strategy

Positioning: What you need for a successful Marketing Strategy

Positioning is the heart of any Marketing Strategy, the core that you must get right. It does not matter whether you start with a clearly defined target group or with a differential value proposition: you will need end up with a clear segment or segments upon which we build our Marketing Plan.

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  • 11 hours
  • English
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Leading Teams

Leading Teams

In this course, you will learn how to build your team, improve teamwork and collaboration, and sustain team performance through continuous learning and improvement. Specifically, you will learn best practices for composing a team and aligning individual and team goals. You will also learn how to establish roles, build structures, and manage decision making so that your team excels. This course will also help you manage critical team processes such as conflict resolution and building trust that have a profound impact on your team’s performance.

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  • 11 hours
  • English
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Influencing People

Influencing People

This course will improve your ability to influence people in situations where you cannot use formal authority. You will learn about effective ways to build, develop, and sustain a power base in your organization. You will also learn influence tactics that enable you to be more persuasive and influential in working with your superiors, peers, and even subordinates. In addition, you will learn how to build and maintain high-quality relationships to further maximize your informal power and ability to influence others.

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  • 11 hours
  • English
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Managing Talent

Managing Talent

In this course, you will learn best practices for selecting, recruiting, and onboarding talent. You will also learn about the key approaches to measuring performance and evaluating your employees. In addition, you will learn how to develop and coach your talent so that they can realize their full potential at work. Altogether, you will gain a thorough understanding of the complete cycle of managing talent and creating a robust talent pipeline for your team and organization.\n\nManaging and developing talent is one of the top 3 issues on the minds of CEOs from around the world.

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  • 13 hours
  • English
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Inspiring and Motivating Individuals

Inspiring and Motivating Individuals

In this course, you will learn how to create a shared vision for your team and effectively communicate it to your teammates. You will also learn how to set effective goals and expectations in a way that best enables your team to attain the shared vision. Finally, you will understand the most important needs and drivers of performance across cultures, and will learn to align rewards with desired behaviors so that your teammates are motivated to attain the team’s objectives.

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  • 14 hours
  • English
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Big Data Modeling and Management Systems

Big Data Modeling and Management Systems

Once you’ve identified a big data issue to analyze, how do you collect, store and organize your data using Big Data solutions? In this course, you will experience various data genres and management tools appropriate for each. You will be able to describe the reasons behind the evolving plethora of new big data platforms from the perspective of big data management systems and analytical tools. Through guided hands-on tutorials, you will become familiar with techniques using real-time and semi-structured data examples.

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  • 13 hours
  • English
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Auditing I: Conceptual Foundations of Auditing

Auditing I: Conceptual Foundations of Auditing

This course provides an intensive conceptual and applied introduction to auditing in society. It focuses on concepts and applications related to financial-statement auditors’ professional responsibilities as well as major facets of the audit process including risk assessment and audit reporting. In the U.S. financial-statement audits and related services generally are provided by Certified Public Accountants (CPAs).

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  • 28 hours
  • English
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Trading Basics

Trading Basics

The purpose of this course is to equip you with the knowledge required to comprehend the financial statements of a company and understand the various transactions that take place in the stock market so that you can replicate the strategies discovered by the extant academic literature.\n\nThe first part of the course provides a brief introduction to financial statements and various common filings of firms. You will learn how to obtain information regarding a company's performance from them and use the information to build trading strategies.

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  • 8 hours
  • English
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The Language and Tools of Financial Analysis

The Language and Tools of Financial Analysis

In this course, participants will learn the foundations of accounting principles and financial analysis, develop an understanding of the links between these, and the measurement of value creation at the firm level. This is the first course in a four-course Specialization on the Essentials of Corporate Financial Analysis and Decision-Making, created in partnership between the University of Melbourne and Bank of New York Mellon (BNY Mellon).\n\nView the MOOC promotional video here: http://tinyurl.com/jeoa83t

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  • 11 hours
  • English
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Business English for Cross-cultural Communication

Business English for Cross-cultural Communication

This course aims to prepare you for working in an cross-cultural Business setting. We'll learn about common cross-cultural theories and how they are relevant to everyday business practices in a globalised world. By combining all of your vocabulary, reading, speaking, and writing skills that you acquired in the previous three courses, you will learn how language plays an important role in cross-cultural communication.

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  • 22 hours
  • English
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Advanced Business Strategy

Advanced Business Strategy

Advance your strategic analysis skills in this follow-up to Foundations of Business Strategy. In this course, developed at the Darden School of Business at the University of Virginia, you'll learn the tools to analyze strategy across time (competitive dynamics), industries (corporate strategy), geographies (international strategy), and institutions (non-market strategy).

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  • 10 hours
  • English
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Cost and Economics in Pricing Strategy

Cost and Economics in Pricing Strategy

How much should you charge for your products and services? Traditionally, businesses have answered this question based on the cost to produce or provide their goods and services. This course shows you the economic factors behind pricing based on cost and the pros and cons of a cost-based pricing approach. Developed at the Darden School of Business at the University of Virginia, and led by top-ranked Darden faculty and Boston Consulting Group global pricing experts, the course provides the practical and research-based models and methods you need to set prices that maximize your profits.

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  • 12 hours
  • English
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Developing a Marketing Mix for Growth

Developing a Marketing Mix for Growth

In this course, you will further examine how businesses create value for customers. In Developing a Winning Marketing Strategy, you learned the major elements of the marketing mix - product policy, channels of distribution, communication, and pricing - and saw how they fit within different analytical frameworks that are useful to managers. In this course, you will complete a more detailed analysis of these elements in order to conduct a thorough strategic analysis of marketing opportunities and to communicate marketing decisions.

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  • 13 hours
  • English
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Java Programming: Solving Problems with Software

Java Programming: Solving Problems with Software

Learn to code in Java and improve your programming and problem-solving skills. You will learn to design algorithms as well as develop and debug programs. Using custom open-source classes, you will write programs that access and transform images, websites, and other types of data. At the end of the course you will build a program that determines the popularity of different baby names in the US over time by analyzing comma separated value (CSV) files. \n\nAfter completing this course you will be able to:\n1. Edit, compile, and run a Java program;\n2.

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  • 17 hours
  • English
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Introduction to Graph Theory

Introduction to Graph Theory

We invite you to a fascinating journey into Graph Theory — an area which connects the elegance of painting and the rigor of mathematics; is simple, but not unsophisticated. Graph Theory gives us, both an easy way to pictorially represent many major mathematical results, and insights into the deep theories behind them. \n\nIn this online course, among other intriguing applications, we will see how GPS systems find shortest routes, how engineers design integrated circuits, how biologists assemble genomes, why a political map can always be colored using a few colors.

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  • 21 hours
  • English
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Web Design: Wireframes to Prototypes

Web Design: Wireframes to Prototypes

This course is focused on the application of the early UX research to actual user interfaces: the creation of wireframes, high-fidelity mockups, and clickable prototypes.

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  • 41 hours
  • English
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Introduction to Typography

Introduction to Typography

Typography is the art of manipulating the visual form of language to enrich and control its meaning. It’s an essential area of skill and knowledge for graphic designers. Typography predates modern graphic design by around 500 years; it is rich in rules, conventions, and esoteric terminology—but it remains an exciting space for invention and expression.\n\nIn this rigorous introductory course, we will study, name, and measure the characteristics of letterforms. We’ll consider the pragmatic concerns involved in selecting and combining type.

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  • 9 hours
  • English
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Blockchain Opportunity Analysis

Blockchain Opportunity Analysis

In this fourth and final course of the specialization, you will synthesize your learning into a project deliverable called a Blockchain Opportunity Analysis. The goals of this course are twofold: One, it’s for you to identify a specific need or problem in your chosen industry that can potentially be solved using blockchain technology. Two, it’s for you to investigate possible solutions to this problem, including how these solutions might be executed.

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  • 26 hours
  • English
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Brand and Product Management

Brand and Product Management

The main objective is identify the critical information needed to develop a product and brand strategy that generates both quick wins and long-term value. Along this course, you will learn brand and product strategy key concepts such as product lifecycle, product demand estimation, product and brand development and launching, product pipeline, competitors analysis, brand essence and identity, brand architecture, brand equity, brand portfolio, customer experience journey, purchase funnel, key customer touchpoints and brand engagement.

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  • 14 hours
  • English
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Understanding Financial Markets

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. \n\nOur 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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  • 11 hours
  • English
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