Our Courses

Interviewing, Negotiating a Job Offer, and Career Planning

Interviewing, Negotiating a Job Offer, and Career Planning

Prepare yourself for interviewing and landing a job in the DS/AI field. In this course, we will discuss what needs to be done before, during, and after the interview process. We will also provide tips and tricks on how to practice for a major component of data science interviews: the technical interview. Finally, this course will cover best practices for accepting or declining a job offer, salary negotiations, and how to create a career development plan.
By the end of this course, students will be able to:

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  • 14 hours
  • English
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UX Design: From Concept to Prototype

UX Design: From Concept to Prototype

Great design doesn’t come out of nowhere; it is born, nurtured, and grown--all through a systematic, learnable process. In this UX course, you will explore the process of taking a basic concept, grounded in user needs, and developing it into a design that will address those needs. In the course, you will gain hands-on experience with techniques such as sketching, scenario development, storyboarding, and wireframing that will help you transform your understanding of what your users need into a compelling user experience.

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  • 15 hours
  • English
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Building a Data Science Team

Building a Data Science Team

Data science is a team sport. As a data science executive it is your job to recruit, organize, and manage the team to success. In this one-week course, we will cover how you can find the right people to fill out your data science team, how to organize them to give them the best chance to feel empowered and successful, and how to manage your team as it grows.

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  • 6 hours
  • English
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Practical Machine Learning on H2O

Practical Machine Learning on H2O

In this course, we will learn all the core techniques needed to make effective use of H2O. Even if you have no prior experience of machine learning, even if your math is weak, by the end of this course you will be able to make machine learning models using a variety of algorithms. We will be using linear models, random forest, GBMs and of course deep learning, as well as some unsupervised learning algorithms. You will also be able to evaluate your models and choose the best model to suit not just your data but the other business restraints you may be under.

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  • 24 hours
  • English
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Build a Modern Computer from First Principles: Nand to Tetris Part II (project-centered course)

Build a Modern Computer from First Principles: Nand to Tetris Part II (project-centered course)

In this project-centered course you will build a modern software hierarchy, designed to enable the translation and execution of object-based, high-level languages on a bare-bone computer hardware platform. In particular, you will implement a virtual machine and a compiler for a simple, Java-like programming language, and you will develop a basic operating system that closes gaps between the high-level language and the underlying hardware platform. In the process, you will gain a deep, hands-on understanding of numerous topics in applied computer science, e.g.

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  • 90 hours
  • English
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Solving Algorithms for Discrete Optimization

Solving Algorithms for Discrete Optimization

Discrete Optimization aims to make good decisions when we have many possibilities to choose from. Its applications are ubiquitous throughout our society. Its applications range from solving Sudoku puzzles to arranging seating in a wedding banquet. The same technology can schedule planes and their crews, coordinate the production of steel, and organize the transportation of iron ore from the mines to the ports. Good decisions on the use of scarce or expensive resources such as staffing and material resources also allow corporations to improve their profit by millions of dollars.

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  • 22 hours
  • English
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Excel/VBA for Creative Problem Solving, Part 2

Excel/VBA for Creative Problem Solving, Part 2

"Excel/VBA for Creative Problem Solving, Part 2" builds off of knowledge and skills obtained in "Excel/VBA for Creative Problem Solving, Part 1" and is aimed at learners who are seeking to augment, expand, optimize, and increase the efficiency of their Excel spreadsheet skills by tapping into the powerful programming, automation, and customization capabilities available with Visual Basic for Applications (VBA).

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  • 21 hours
  • English
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Python Functions, Files, and Dictionaries

Python Functions, Files, and Dictionaries

This course introduces the dictionary data structure and user-defined functions. You’ll learn about local and global variables, optional and keyword parameter-passing, named functions and lambda expressions. You’ll also learn about Python’s sorted function and how to control the order in which it sorts by passing in another function as an input. For your final project, you’ll read in simulated social media data from a file, compute sentiment scores, and write out .csv files.

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  • 31 hours
  • English
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Microwave engineering and antennas

Microwave engineering and antennas

This unique Master-level course provides you with in-depth know-how of microwave engineering and antennas. The course combines both passive and active microwave circuits as well as antenna systems. Future applications, like millimeter-wave 5G/beyond-5G wireless communications or automotive radar, require experts that can co-design highly integrated antenna systems that include both antennas and microwave electronics. We will provide you with the required theoretical foundation as well as hands-on experience using state-of-the-art design tools.

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  • 38 hours
  • English
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Quantitative Methods

Quantitative Methods

Discover the principles of solid scientific methods in the behavioral and social sciences. Join us and learn to separate sloppy science from solid research!

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  • 30 hours
  • English
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Finance for Non-Finance Professionals

Finance for Non-Finance Professionals

This short course surveys all the major topics covered in a full semester MBA level finance course, but with a more intuitive approach on a very high conceptual level. The goal here is give you a roadmap and framework for how financial professional make decisions.

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  • 14 hours
  • English
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Roman Architecture

Roman Architecture

Roman Architecture is a course for people who love to travel and want to discover the power of architecture to shape politics, society, and culture.

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  • 40 hours
  • English
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Penetration Testing, Incident Response and Forensics

Penetration Testing, Incident Response and Forensics

This course gives you the background needed to gain Cybersecurity skills as part of the Cybersecurity Security Analyst Professional Certificate program.
You will learn about the different phases of penetration testing, how to gather data for your penetration test and popular penetration testing tools. Furthermore, you will learn the phases of an incident response, important documentation to collect, and the components of an incident response policy and team. Finally, you will learn key steps in the forensic process and important data to collect.

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  • 15 hours
  • English
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Constitutional Struggles in the Muslim World

Constitutional Struggles in the Muslim World

Learn what motivates the restive Muslim youth from Tunis to Tehran, what political positions Islamists from Mali to Chechnya are fighting for, where the seeming obsession with Islamic law comes from, where the secularists have vanished to, and whether it makes sense to speak of an Islamic state.

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  • 40 hours
  • English
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Writing Professional Email and Memos (Project-Centered Course)

Writing Professional Email and Memos (Project-Centered Course)

Want your workplace writing to make a positive impression? At the end of this course, you will be a more confident writer, able to create higher quality professional documents more quickly.
This course is at the introductory or beginner level and focuses on mastering the basics of email etiquette and communication. While this course will help learners become faster and more efficient writers by virtue of practice with common writing purposes, it does not cover marketing emails or job application materials.

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  • 20 hours
  • English
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Organizational Concepts and Language

Organizational Concepts and Language

In this course, you will learn how to communicate using common organizational language, concepts, and frameworks useful for decision-making and problem-solving. The professional business skills related to business concepts and language gained through this course will help you to succeed working in any organization.

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  • 22 hours
  • English
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Greening the Economy: Sustainable Cities

Greening the Economy: Sustainable Cities

How can we shape our urban development towards sustainable and prosperous futures?

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  • 9 hours
  • English
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Natural Language Processing with Sequence Models

Natural Language Processing with Sequence Models

In Course 3 of the Natural Language Processing Specialization, you will:
a) Train a neural network with GLoVe word embeddings to perform sentiment analysis of tweets,
b) Generate synthetic Shakespeare text using a Gated Recurrent Unit (GRU) language model,
c) Train a recurrent neural network to perform named entity recognition (NER) using LSTMs with linear layers, and
d) Use so-called ‘Siamese’ LSTM models to compare questions in a corpus and identify those that are worded differently but have the same meaning.

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  • 24 hours
  • English
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Positive Psychology

Positive Psychology

This course discusses research findings in the field of positive psychology, conducted by Barbara Fredrickson and her colleagues. It also features practical applications of this science that you can put to use immediately to help you live a full and meaningful life.

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  • 11 hours
  • English
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Device-based Models with TensorFlow Lite

Device-based Models with TensorFlow Lite

Bringing a machine learning model into the real world involves a lot more than just modeling. This Specialization will teach you how to navigate various deployment scenarios and use data more effectively to train your model.
This second course teaches you how to run your machine learning models in mobile applications. You’ll learn how to prepare models for a lower-powered, battery-operated devices, then execute models on both Android and iOS platforms. Finally, you’ll explore how to deploy on embedded systems using TensorFlow on Raspberry Pi and microcontrollers.

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  • 11 hours
  • English
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Introduction to C# Programming and Unity

Introduction to C# Programming and Unity

This course is all about starting to learn how to develop video games using the C# programming language and the Unity game engine on Windows or Mac. Why use C# and Unity instead of some other language and game engine? Well, C# is a really good language for learning how to program and then programming professionally. Also, the Unity game engine is very popular with indie game developers; Unity games were downloaded 16,000,000,000 times in 2016! Finally, C# is one of the programming languages you can use in the Unity environment.

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  • 19 hours
  • English
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Everyday Excel, Part 3 (Projects)

Everyday Excel, Part 3 (Projects)

"Everyday Excel, Part 3 (Projects)" is a continuation of "Everyday Excel, Parts 1 and 2". It is a capstone, projects-based course in which you will apply what you've learned previously to more complex, somewhat open-ended projects (open-ended with respect to the fact that they can be solved in multiple ways).

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  • 14 hours
  • English
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Herbal Medicine

Herbal Medicine

There is strong demand for alternatives to pharmaceuticals for a variety of common illnesses due to concerns of safety, efficacy, and a desire for more “natural” products. Despite this growing interest, “conventional” healthcare providers may have little to no knowledge about herbal medicines, which is further compounded by the sometimes misleading information in the media and on the internet.

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  • 18 hours
  • English
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Managing Machine Learning Projects with Google Cloud

Managing Machine Learning Projects with Google Cloud

Business professionals in non-technical roles have a unique opportunity to lead or influence machine learning projects. If you have questions about machine learning and want to understand how to use it, without the technical jargon, this course is for you. Learn how to translate business problems into machine learning use cases and vet them for feasibility and impact.

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  • 13 hours
  • English
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AI for Medical Diagnosis

AI for Medical Diagnosis

AI is transforming the practice of medicine. It’s helping doctors diagnose patients more accurately, make predictions about patients’ future health, and recommend better treatments. As an AI practitioner, you have the opportunity to join in this transformation of modern medicine. If you're already familiar with some of the math and coding behind AI algorithms, and are eager to develop your skills further to tackle challenges in the healthcare industry, then this specialization is for you. No prior medical expertise is required!

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  • 20 hours
  • English
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