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How Google does Machine Learning
Our Courses
Preparing and Aggregating Data for Visualizations using Cloud Dataprep
This is a self-paced lab that takes place in the Google Cloud console. Dataprep by Trifacta is Google's self-service data preparation tool built in collaboration with Trifacta. In this lab you will learn some more advanced techniques with Dataprep.
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Course by
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Self Paced
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1 hour
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English
Roman Art and Archaeology
The objective of this course is to provide an overview of the culture of ancient Rome beginning about 1000 BCE and ending with the so-called "Fall of Rome". We will look at some of the key people who played a role in Rome, from the time of the kings through the Roman Republic and the Roman Empire. We will also focus on the city of Rome itself, as well as Rome's expansion through Italy, the Mediterranean, and beyond.
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Course by
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Self Paced
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23 hours
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English
Importing Data in the Tidyverse
Getting data into your statistical analysis system can be one of the most challenging parts of any data science project. Data must be imported and harmonized into a coherent format before any insights can be obtained. You will learn how to get data into R from commonly used formats and harmonizing different kinds of datasets from different sources.
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Course by
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Self Paced
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15 hours
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English
Defining Diversity, Equity and Inclusion in Organizations
Defining Diversity, Equity, and Inclusion in Organizations is the first course of a four-course series. This course introduces the core definitions of diversity, equity, and inclusion and reasons why these efforts can often fail. We will also explore the elements for making the case for diversity and the concept of DE&I maturation where learners can assess their organization’s activities to determine where it may place on the DE&I continuum. By the end of this course, you will be able to: 1.
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Course by
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Self Paced
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6 hours
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English
Diversity and Inclusion for HR Professionals
Welcome to Diversity & Inclusion for HR Professionals. In this course we will review the changing landscape of the workplace and discuss the current change drivers that make Diversity and Inclusion an important focus for your organization. We will explore strategies for creating an inclusive climate and a sense of belonging, and how bias and microaggressions can be mitigated.
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Course by
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Self Paced
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17 hours
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English
Design a Client Welcome Kit using Canva
By the end of this project, you will create the main components of a client welcome kit for use in your small business. You will be able to incorporate a color scheme, images, and other design elements for aesthetically pleasing and value-added business marketing collateral. This course will include intermediate to advanced level skills using the free version of Canva. You will create the following pages: cover, content/index, introduction, service, project process, portfolio, what to expect/conditions, contact, end page with space for a quote.
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Course by
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Self Paced
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2 hours
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English
Input and Interaction
In this course, you will learn relevant fundamentals of human motor performance, perception, and cognition that inform effective interaction design. You will use these models of how people work to design more effective input and interaction techniques. You’ll apply these to both traditional graphic and gestural interfaces.
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Course by
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Self Paced
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9 hours
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English
Kids with Cancer Still Need School: The Providers Role
This course will help you understand and address the challenges parents and families face regarding schooling after a cancer diagnosis. When a child is diagnosed with cancer, families can be overwhelmed learning about and managing this new and frightening reality. As they adjust to the new normal of ongoing treatment, school may be the farthest thing from their mind. However, as their oncology health care provider, you have a critical role in starting conversations about schooling.
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Course by
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Self Paced
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3 hours
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English
Strengthening Your Widening Network
In this course, you will learn strategies not only on how to communicate effectively but also how to strengthen your relationships with co-workers and other stakeholders from diverse cultural backgrounds, both inside and beyond the organisation. In particular, "Strengthening your widening network" aims to equip you with a workplace discourse that facilitates familiarity with practices in the working environment and to help you appreciate the complexities inherent in the organisational structure and hierarchy.
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Course by
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Self Paced
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9 hours
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English
Designing and Building Institutional Anti-Racist Spaces
Designing and Building Institutional Antiracist Spaces (D-BIAS) is a course whose mission is to teach tenets of equity, anti-racism, and cultural justice and how to apply these ideas to achieve social change. The course is aimed at educators and administrators in educational spaces, lawyers and advocates in spaces that touch civil rights, equity, and whose Institutional mission it is to achieve greater cultural equity. The course involves creative approaches to social justice, racial justice, and advocacy while remaining open to anyone from any background who shares the same vision of the wo
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Course by
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Self Paced
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21 hours
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English
Bike Rental Sharing Demand Prediction with Machine Learning
In this 1-hour long project-based course, you will learn how to predict bike sharing demand with machine learning. Bike sharing services enable people to rent a bike from one location and drop it off at another location …
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Course by
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Self Paced
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English
Design, Format, and Presentation in Microsoft PowerPoint
At the end of this project you will be able to design, format, and present an exciting PowerPoint presentation.
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Course by
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Self Paced
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1 hour
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English
Population Health: Panel Management Next Level
How can you, as a healthcare professional, identify patients that share the same risk of an adverse event? How do you transform your healthcare practice in such a way that you are not only able to provide proactive care but you are also able to improve the health of populations at risk? In this course you will learn how to apply the panel management approach to tackle these questions in order to change from reactive to proactive care. You will learn how to empanel (patient)groups that share the same risk and how you can allocate the appropriate intervention to each panel of patients.
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Course by
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Self Paced
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25 hours
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English
Vulnerability Scanning with Nmap: Network Scanning
The Vulnerability Scanning with Nmap: Network Scanning guided project dives into the use of the Nmap tool, a popular free and open-source tool used for network scanning and security auditing. This project covers how to verify the installation of Nmap and the Nmap version on a system, as well as the basics of network scanning, host discovery, port scanning, service enumeration, operating system detection, version detection, and vulnerability detection using the Nmap tool. We’ll cover practical steps for network scanning that can be used to showcase your skills to a current or future employer.
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Course by
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Self Paced
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2 hours
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English
Diversity, Equity, and Inclusion Best Practices for Managers
This course will help you take your management practice to new levels by incorporating equity and inclusion to generate well-being and positive momentum in your organization. You will explore ways managers can apply diversity, equity, and inclusion (DEI) strategies in the workplace. You will learn about the critical role of creating and sustaining mutual understanding in forging robust alliances within diverse teams. You will discover the concept of allyship and ways to promote it in your workplace.
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Course by
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Self Paced
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10 hours
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English
Access WebView in an Android Studio Project
In this 1-hour long project-based course, you will learn how to use WebView to access web content within an Android app, how to adjust you android manifest permissions to allow internet access, and how to adjust your app settings to enable/disable safe browsing and JavaScript, and you will display web content inside your app.
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Course by
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Self Paced
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2 hours
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English
Principles of Secure Coding
This course introduces you to the principles of secure programming. It begins by discussing the philosophy and principles of secure programming, and then presenting robust programming and the relationship between it and secure programming. We'll go through a detailed example of writing robust code and we'll see many common programming problems and show their connection to writing robust, secure programs in general. We’ll examine eight design principles that govern secure coding and how to apply them to your own work. We’ll discuss how poor design choices drive implementation in coding.
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Course by
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Self Paced
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16 hours
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English
Introduction to CRM with HubSpot
In this project, we will develop and utilize a CRM in HubSpot and learn how to utilize our CRM to better grow and manage our business. HubSpot is a cloud-based customer relationship management (CRM) platform that can improve all aspects of your business. The HubSpot CRM is a launching pad to all other customer-facing teams as it houses all customer data ranging from contact information to detailed communication logs. HubSpot allows you to incorporate your sales, marketing, and customer service processes into one, all-inclusive platform with their CRM as the foundation.
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Course by
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Self Paced
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2 hours
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English
Sustainable Business Enterprises
This course will explore current challenges and opportunities facing firms in the area of environmental sustainability. It will begin with an introduction to sustainability, with a particular focus on how environmental sustainability is relevant to business. Topics such as unsustainable consumption/consumer behavior, market research on sustainable product design , and sustainable value chains and communications will be covered. We will also cover the bottom-up approach in terms of immersion, emersion, and design as applied to sustainable business enterprise.
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Course by
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Self Paced
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21 hours
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English
Building Similarity Based Recommendation System
Welcome to this 1-hour project-based course on Building Similarity Based Recommendation System.
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Course by
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Self Paced
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2 hours
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English
Get Interactive: Practical Teaching with Technology
This course is designed to help you create dynamic, interactive online courses through the use of multimedia tools, student collaboration opportunities, and formative assessment and feedback. Each week we will focus on a particular topic: 1. Using multimedia for teaching and learning 2. Encouraging student collaboration 3. Formative assessment and feedback You will have a range of materials to read, videos to watch, topics to research, activities to perform, discussions to participate in, and an assessment to complete.
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Course by
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Self Paced
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15 hours
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English
Getting Started with Redis and RediSearch
This is a self-paced lab that takes place in the Google Cloud console. In this lab you will use Redis and RediSearch, an add-on module that enables full-text search and secondary indexing in Redis, to install and run a Redis instance, import example hashes, index them with RediSearch, and query them.
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Course by
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Self Paced
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1 hour
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English
Querying Databases Using SQL SELECT statement
In this 2-hour long project-based course, you will learn how to retrieve data from tables in a database using SQL SELECT statement. In addition, this project will expose you to how to use different SQL operators together with the WHERE clause to set conditions on tables in a database for database manipulation.
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Course by
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Self Paced
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2 hours
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English
Applied Calculus with Python
This course is designed for the Python programmer who wants to develop the foundations of Calculus to help solve challenging problems as well as the student of mathematics looking to learn the theory and numerical techniques of applied calculus implemented in Python. By the end of this course, you will have learned how to apply essential calculus concepts to develop robust Python applications that solve a variety of real-world challenges. Video lectures, readings, worked examples, assessments, and Python code are all provided in the course.
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Course by
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Self Paced
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English
Advanced Neurobiology II
Hello everyone! Welcome to advanced neurobiology! Neuroscience is a wonderful branch of science on how our brain perceives the external world, how our brain thinks, how our brain responds to the outside of the world, and how during disease or aging the neuronal connections deteriorate.
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Course by
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Self Paced
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26 hours
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English