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How Google does Machine Learning
Our Courses
Predict Sales and Forecast Trends in Google Sheets
By the end of this project, you will understand use cases for conducting forecasts in your workplace and be able to confidently conduct a trend forecast in any spreadsheet software.
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Course by
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Self Paced
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3 hours
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English
Promoting Accessible Workplaces with Assistive Technology
Workplaces and educational institutions are becoming increasingly aware of the importance of inclusivity in their forces, and there are significant efforts being made to promote cultures of inclusivity. Despite that, the needs of disabled workers and students remain largely overlooked by a working society of abled persons even though great advances have been made in widely available Assistive Technology. In this course, learners will gain increased awareness of many types of disabilities represented in the workforce and educational institutions.
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Course by
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Self Paced
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9 hours
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English
Visualizing Billing Data with Google Data Studio
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will harness the power of Data Studio, where you will learn how to build billing graphs and charts so you can slice and dice your GCP bill the way you want.
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Course by
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Self Paced
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1 hour
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English
Introduction to Personal Finance
This course is a general overview of a variety of personal finance topics - including budgeting, the importance of your credit score, cash flow, setting financial goals, and taxes. Taught by two CERTIFIED FINANCIAL PLANNER™ Professionals, the concepts are broken down through videos, readings, and activities so you can apply what you are learning in real time.
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Course by
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Self Paced
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12 hours
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English
Data Visualization in R with ggplot2
Data visualization is a critical skill for anyone that routinely using quantitative data in his or her work - which is to say that data visualization is a tool that almost every worker needs today. One of the critical tools for data visualization today is the R statistical programming language. Especially in conjunction with the tidyverse software packages, R has become an extremely powerful and flexible platform for making figures, tables, and reproducible reports.
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Course by
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Self Paced
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13 hours
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English
SingleStore on Google Cloud
This is a self-paced lab that takes place in the Google Cloud console. Learn how to deploy SingleStore DB, combine it with cloud native products like Pub/Sub, Dataflow and Cloud Storage, and interact with SingleStore once the data is ingested.
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Course by
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Self Paced
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2 hours
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English
Analytics as a Service for Data Sharing Partners
This is a self-paced lab that takes place in the Google Cloud console. In this lab you will learn how Authorized Views in BigQuery can be shared and consumed to create customer-specific dashboards.
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Course by
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Self Paced
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1 hour
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English
Deploy a predictive machine learning model using IBM Cloud
In this 1-hour long project-based course, you will be able to create, evaluate and save a machine learning model (without writing a single line of code) using Watson Studio on IBM Cloud Platform, and you will make deployment of the model and try out as a web service frontend to make predictions.
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Course by
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Self Paced
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2 hours
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English
Publication-Ready Tables in R
Learn how to create Publication-Ready Tables in R for descriptive statistics, contingency tables, correlation tables, model summary tables and survival probabilities tables
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Course by
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Self Paced
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4 hours
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English
APIs Explorer: Compute Engine
This is a self-paced lab that takes place in the Google Cloud console. Use the APIs Explorer to create a Compute Engine instance, then use Cloud monitoring to monitor the CPU usage.
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Course by
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Self Paced
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1 hour
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English
Mandarin Chinese for Intermediate Learners: Part 1
"Mandarin Chinese 1: Chinese for Intermediate Learners" is the first course of the MOOC specialization "Learn Intermediate Mandarin Chinese" created by Shanghai Jiao Tong University.
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Course by
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Self Paced
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17 hours
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English
Microeconomics: The Power of Markets
We make economics decisions every day: what to buy, whether to work or play, what to study. We respond to markets all the time: prices influence our decisions, markets signal where to put effort, they direct firms to produce certain goods over others. Economics is all around us. This course is an introduction to the microeconomic theory of markets: why we have them, how they work, what they accomplish. We will start with the concept of scarcity and how specialization according to comparative advantage helps us achieve more than we could alone.
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Course by
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Self Paced
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15 hours
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English
Build Decision Trees, SVMs, and Artificial Neural Networks
There are numerous types of machine learning algorithms, each of which has certain characteristics that might make it more or less suitable for solving a particular problem. Decision trees and support-vector machines (SVMs) are two examples of algorithms that can both solve regression and classification problems, but which have different applications. Likewise, a more advanced approach to machine learning, called deep learning, uses artificial neural networks (ANNs) to solve these types of problems and more.
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Course by
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Self Paced
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22 hours
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English
Create a Performance Summary using SnapEval
In this 2-hour long project-based course, you will perform a quick overview of a SnapEval Performance Summary, review and modify Employee Goals, Achievement Levels, and Group Goals, and learn how to create and tap into prior employee shorter communications called SNAPS. Ultimately you will use these tools to build a comprehensive Performance Summary that can be used as an annual evaluation. Annual performance evaluations are a vital step for building a successful work environment for your team or company.
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Course by
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Self Paced
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3 hours
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English
Learning Mindsets & Skills
The Learning Mindsets & Skills MOOC is designed to explore underlying concepts behind Learning Mindsets & Skills as well as the the practical applications of those concepts in various educational environments. Course Participants will hypothesize a learning mindset-related change to be implemented within their educational environment, test their theory, and present their findings to a wider audience.
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Course by
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Self Paced
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4 hours
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English
Visualizing Data & Communicating Results in R with RStudio
Code and run your first R program in minutes without installing anything! This course is designed for learners with limited coding experience, providing foundational knowledge of data visualizations and R Markdown. The modules in this course cover different types of visualization models such as bar charts, histograms, and heat maps as well as R Markdown.
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Course by
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Self Paced
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10 hours
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English
Prisma Cloud Host Defender Auto Deploy from a SaaS Portal
This is a self-paced lab that takes place in the Google Cloud console. This lab is designed for Prisma Cloud customers, and you will deploy Prisma Cloud Host Defender from Google Cloud Marketplace. Having a Prisma Cloud …
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Course by
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Self Paced
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English
Managing SMB Workloads and Optimizing Storage Usage with NetApp Cloud Manager & Cloud Volumes ONTAP
This is a self-paced lab that takes place in the Google Cloud console. In this lab you will learn how to leverage NetApp Cloud Volumes ONTAP for SMB workloads.
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Course by
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Self Paced
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2 hours
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English
Analyzing Thermodynamics Processes using Wolfram notebook
In this 1-hour long project-based course, you will learn to compute & analysis of thermodynamic processes viz Adiabatic process ,Isobaric process, Isochoric process, Isothermal and polytropic process.
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Course by
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Self Paced
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2 hours
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English
Create a Tic-Tac-Toe Game using Java
By the end of this project, you will create a Tic-tac-toe game using Java on Eclipse platform, which will improve your coding skills and your problem-solving tactics.
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Course by
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Self Paced
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2 hours
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English
Access Control Concepts
Welcome to course 3 of 5 of this Specialization, Access Control Concepts. In Course 1, we introduced access control concepts. Now, we will take a more detailed look at the types of access control that every information security professional should be familiar with.
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Course by
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Self Paced
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5 hours
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English
Material Jetting and Stereolithography
This course looks at two photopolymer resin-based processes: material jetting and stereolithography. We walk through the build preparation, printing, and post-processing for both processes, and discuss the kinds of applications for which these processes are well suited. The necessary elements for each course are lecture videos, knowledge checks, and project completion. For additional information on certain topics, I've included supplemental readings and videos throughout various lessons that might enhance your knowledge.
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Course by
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Self Paced
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6 hours
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English
Privacy in Europe
Explore the intricacies of European privacy law in this focused course, designed as a follow-up to "Privacy in the Western World." This course places a strong focus on the European legal framework, which bases its privacy protection on seminal human rights treaties such as the UN Declaration on Human Rights. You'll gain insights into the historical context that shaped Europe's approach to privacy, beginning with economic cooperation initiatives set up to prevent another conflict after the devastating effects of World War II.
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Course by
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Self Paced
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18 hours
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English
Backend Development for .Net Full Stack
Immerse yourself in the intricate universe of .NET backend development with this comprehensive course tailored for individuals aiming to master the ASP.NET ecosystem.
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Course by
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Self Paced
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20 hours
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English
SMP/E for z/OS Workshop
This course is designed to provide the SMP/E skills needed in the installation and maintenance of optional features and maintenance in the z/OS operating environment. Students are taught to define the SMP/E database and invoke SMP/E to add, modify, or replace system elements. The course includes extensive hands-on labs using a current level of SMP/E. Students will get practical experience in the SMP/E tasks involved in installing a z/OS product. Emphasis is on interpreting results of SMP/E processing.
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Course by
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Self Paced
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10 hours
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English