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How Google does Machine Learning
Our Courses
Using SQL String Functions to Clean Data
Welcome to this project-based course on Using SQL String Functions to Clean Data.
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Course by
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3 hours
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English
Application Security and Monitoring
How vulnerable are your applications to security risks and threats? This course will help you identify vulnerabilities and monitor the health of your applications and systems. You’ll examine and implement secure code pra…
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Course by
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Self Paced
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English
Hypothesis Testing with Python and Excel
In today's job market, leaders need to understand the fundamentals of data to be competitive. An essential procedure to understand business and analytics is hypothesis testing. This short course, designed by Tufts University expert faculty, will teach the fundamentals of hypothesis testing of a population mean and a population proportion, using Excel and Python for calculations. You'll also discover the central limit theorem, which is essential for hypothesis testing.
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Course by
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Self Paced
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5 hours
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English
Career Decisions: From Insight to Impact
I am an adult developmental psychologist by training and a career counselor by trade, currently the Director of the Gordon Career Center at Wesleyan University in Connecticut. In this course, I draw from my decades of experience as well as research from the fields of psychology, organizational behavior, and sociology to help you understand best practices for making career decisions.
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Course by
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Self Paced
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11 hours
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English
Personal Desktop Notifier in Python: Covid-19 notifications
By the end of this project, you will create personalized Desktop notifications using python.
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Course by
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Self Paced
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4 hours
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English
Predictive Modeling with Logistic Regression using SAS
This course covers predictive modeling using SAS/STAT software with emphasis on the LOGISTIC procedure. This course also discusses selecting variables and interactions, recoding categorical variables based on the smooth weight of evidence, assessing models, treating missing values, and using efficiency techniques for massive data sets. You learn to use logistic regression to model an individual's behavior as a function of known inputs, create effect plots and odds ratio plots, handle missing data values, and tackle multicollinearity in your predictors.
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Course by
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Self Paced
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17 hours
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English
Simulation of Inventory Replenishment Using R Simmer
By the end of this project, you will gain introductiory knowledge of Discrete Event Simulation, Inventory Replenishment, be able to use R Studio and Simmer library, create statistical variables required for simulation, define process trajectory, define and assign resources, define arrivals (eg.
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Course by
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Self Paced
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2 hours
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English
Using Shiny to Plot Differential Gene Expression
In this project-based course, you will create a Shiny app to plot gene expression data (Real-Time PCR) from a published manuscript.
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Course by
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Self Paced
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2 hours
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English
Get Started with Facebook Messenger for a Business
By the end of this project, you will be able to set up a Facebook messenger account for a small business. You will learn how to create a business page, how to enable messaging on your page, how to create the perfect personalized message for your page, and how to add a Facebook messenger box to your website. This is a great tool to use if you want to take part in the world's largest social platform, Facebook.
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Course by
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Self Paced
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3 hours
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English
Add Gore to Your Game in Unity
In this one-hour, project-based course, you'll learn different techniques for creating gore visual effects for your Unity game.
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Course by
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Self Paced
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3 hours
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English
Lesson | Small Talk & Conversational Vocabulary
This lesson is part of a full course, Speak English Professionally: In Person, Online & On the Phone. Take this lesson to get a short tutorial on the learning objectives covered. To dive deeper into this topic, take the full course. In this lesson, you will review professional conversational vocabulary.
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Course by
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Self Paced
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1 hour
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English
Manipulate Object Properties with C# in Unity
In this two-hour, project-based course, you'll use Unity to learn about directly manipulating certain properties of GameObjects, including color, scale and position.
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Course by
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Self Paced
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3 hours
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English
Creating a Visual Tasks Guide with Microsoft PowerPoint
By the end of this project, you will have created a Visual Tasks Guide to use with your students. As teachers, we are always looking for ways to help our students grow. For students with special needs or students who need organizational support, completing tasks in the correct order can be a challenge. By providing a visual guide, students are able to gain independence as they practice tasks such as dressing for the weather or getting ready for school.
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Course by
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Self Paced
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3 hours
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English
Genome Assembly Programming Challenge
In Spring 2011, thousands of people in Germany were hospitalized with a deadly disease that started as food poisoning with bloody diarrhea and often led to kidney failure. It was the beginning of the deadliest outbreak in recent history, caused by a mysterious bacterial strain that we will refer to as E. coli X. Soon, German officials linked the outbreak to a restaurant in Lübeck, where nearly 20% of the patrons had developed bloody diarrhea in a single week.
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Course by
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Self Paced
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18 hours
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English
Make an Action Bar in Unity Part 1 - Modular Action System
Action bars are ubiquitous in gaming, from Diablo to League of Legends to Valorant, it has become the staple user interface for games that offer players multiple abilities and consumable items.
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Course by
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Self Paced
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4 hours
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English
Advanced Django: Building a Blog
Code and run Django websites without installing anything! This course is designed for learners who are familiar with Python and basic Django skills (similar to those covered in the Django for Everybody specialization). The modules in this course cover a review of core Django concepts, advanced projects setups, class-based views, and other advanced topics such as proxy models, loggin, caching, and query optimization. To allow for a truly hands-on, self-paced learning experience, this course is video-free.
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Course by
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Self Paced
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10 hours
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English
Kotlin Tutorial
Start learning Kotlin with the W3Schools course and lay the foundations of your Programming skills. Kotlin is used to develop Android apps, server side apps, and much more. This is a structured and interactive version of the W3Schools Kotlin Tutorial. The course is self-paced with text based modules, practical interactive examples and exercises to check your understanding as you progress. W3schools is the world's largest web developer learning site. Start learning with our proven tutorials used by millions of learners!
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Course by
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Self Paced
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9 hours
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English
Data Analytics Methods for Marketing
This course explores common analytics methods used by marketers such as audience segmentation, clustering and marketing mix modeling. . You'll explore how to use linear regression for marketing planning and forecasting, and how to assess advertising effectiveness through experiments.
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Course by
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Self Paced
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12 hours
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English
Creating Features for Time Series Data
This course focuses on data exploration, feature creation, and feature selection for time sequences. The topics discussed include binning, smoothing, transformations, and data set operations for time series, spectral analysis, singular spectrum analysis, distance measures, and motif analysis. In this course you learn to perform motif analysis and implement analyses in the spectral or frequency domain.
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Course by
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Self Paced
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8 hours
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English
Leadership and Disruption
This course is fully focused on developing your new leadership skills. It was developed with the best models and based on best practices in the corporate world. Its content is current and practical, and updated with the latest in remote leadership, especially after the radical and disruptive changes that the world has had since the global pandemic. As an interactive participant in this course, you’ll learn how to make effectively integrate the 3 elements of successful leadership, the LAB model: Learn, Apply and Benefit.
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Course by
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Self Paced
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16 hours
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English
Learning SAS: Data Types, Naming Conventions, and Resources
By the end of this project, you will evaluate data types, apply naming conventions and integrate external resources in your SAS programs.
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Course by
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Self Paced
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3 hours
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English
Alternative Mobility Narratives
Ready to imagine a radically different mobility future? This course is about the stories that we tell ourselves about why and how we move. By critically examining our current narratives, we help you think about mobility in a new way. Using systems dynamics modelling, we explore how a mobility innovation (of your choice) impacts our mobility system as a whole, for better or for worse. This course will invite you to reflect on our mainstream mobility narrative built on engineering and economics. But warning: you may end up never looking at mobility in the same way again!
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Course by
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Self Paced
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25 hours
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English
Science Communication: Communicating Trustworthy Information in the Digital World
In a world of information overload, how does one find reliable information? Science is supposed to be the answer to our society's complicated challenges. However, as the Covid-19 pandemic highlighted, not understanding what is fake news, misinformation or what is fact may lead to widespread public mistrust, or turn science into fuel for conspiracy theories or propaganda. Scientific findings are prone to change, making it difficult to effectively communicate them to the public. This fosters broad public skepticism towards major institutions, from the government to media to science.
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Course by
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Self Paced
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6 hours
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English
Social Pedagogy across Europe
Social Pedagogy across Europe is the first Massive Open Online Course focused on social pedagogy – a relationship-centred approach to supporting people’s learning, well-being and social inclusion in ways that promote social justice. The course is structured in eight sessions presented over four weeks – an introductory session, six sessions outlining social pedagogy in different European countries and sharing some innovative practice insights, and a review session to support you in applying your learning.
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Course by
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Self Paced
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20 hours
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English
Innovation Through Design: Think, Make, Break, Repeat
The evolution of design has seen it become a discipline no longer limited to the concerns of a singular, specific domain and develop to become a pathway for solving complex, nonlinear problems. Design is becoming a capability-enhancing skill, equipping people with the ability to deal with uncertainty, complexity and failure. In this course, we demonstrate how you can use design as a way of thinking to provide strategic and innovative advantage within your profession.
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Course by
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Self Paced
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16 hours
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English