Generative AI for Business Leaders
Advertising with Meta
How Google does Machine Learning
Our Courses
Optimize ML Models and Deploy Human-in-the-Loop Pipelines
In the third course of the Practical Data Science Specialization, you will learn a series of performance-improvement and cost-reduction techniques to automatically tune model accuracy, compare prediction performance, and generate new training data with human intelligence. After tuning your text classifier using Amazon SageMaker Hyper-parameter Tuning (HPT), you will deploy two model candidates into an A/B test to compare their real-time prediction performance and automatically scale the winning model using Amazon SageMaker Hosting.
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Course by
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Self Paced
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11 hours
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English
Architecting Smart IoT Devices
The Architecting Smart IoT Devices course will teach you how to develop an embedded systems device. In order to reduce the time to market, many pre-made hardware and software components are available today. You'll discover all the available hardware and software components, such as processor families, operating systems, boards, and networks. You'll also learn how to use and integrate these components.
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Course by
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Self Paced
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34 hours
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English
Data Publishing on BigQuery 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 to share datasets and publish datasets with BigQuery.
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Course by
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Self Paced
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1 hour
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English
Exploratory Data Analysis in R
In this 1-hour long project-based course, you will learn how to do basic exploratory data analysis (EDA) in R, automate your EDA reports and learn advanced EDA tips Note: This course works best for learners who are based in the North America region.
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Course by
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Self Paced
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2 hours
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English
Write basic ansible playbooks
In this 1-hour long project-based course, you will learn how to setup an inventory of hosts which, for our case here, will only contain one hosts, which is the local host.
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Course by
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Self Paced
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3 hours
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English
Interprofessional Healthcare Informatics
Interprofessional Healthcare Informatics is a graduate-level, hands-on interactive exploration of real informatics tools and techniques offered by the University of Minnesota and the University of Minnesota's National Center for Interprofessional Practice and Education. We will be incorporating technology-enabled educational innovations to bring the subject matter to life. Over the 10 modules, we will create a vital online learning community and a working healthcare informatics network.
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Course by
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Self Paced
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11 hours
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English
Threat Investigation
If you are an associate-level cybersecurity analyst who is working in security operation centers, this course will help you understand how threat-centric SOC must prepare for analyzing new and emerging threats by implementing robust security investigation procedures •\tBy the end of the course, you will be able to: • Understand cyber-threat hunting concepts •\tDescribe the five hunting maturity levels (HM0–HM4) • Describe the hunting cycle four-stage loop•\tDescribe the use of the Common Vulnerability Scoring System (CVSS) and list the CVSS v3.0 base metrics•\tDescribe the CVSS v3.0 scoring co
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Course by
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Self Paced
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9 hours
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English
Classification Analysis
The "Classification Analysis" course provides you with a comprehensive understanding of one of the fundamental supervised learning methods, classification. You will explore various classifiers, including KNN, decision tree, support vector machine, naive bayes, and logistic regression, and learn how to evaluate their performance. Through tutorials and engaging case studies, you will gain hands-on experience and practice in applying classification techniques to real-world data analysis tasks.
By the end of this course, you will be able to:
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Course by
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Self Paced
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38 hours
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English
Draw a wireframe in Pencil Project
In this 2 hours long guided project you will learn how to create an e-commerce web UI wireframe using Pencil Project.
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Course by
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Self Paced
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3 hours
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English
Whole genome sequencing of bacterial genomes - tools and applications
This course will cover the topic of Whole genome sequencing (WGS) of bacterial genomes which is becoming more and more relevant for the medical sector. WGS technology and applications are high on international political agenda, as the classical methods are being replaced by WGS technology and therefore bioinformatic tools are extremely important for allowing the people working in this sector to be able to analyze the data and obtain results that can be interpreted and used for different purposes.
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Course by
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Self Paced
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7 hours
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English
New Learning: Principles and Patterns of Pedagogy
Education is in a state of flux – transitioning from traditional architectures and practices to new ecologies of teaching and learning influenced by the tremendous social and technological changes of our times. What changes are afoot today in workplaces, civic life and everyday community life? What are their implications for education?
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Course by
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Self Paced
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15 hours
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English
Preparing for Your CertNexus Certification Exam
What is a certification? How is it different than a certificate or credential? This mini-course will answer these questions and provide learners direction on how to prepare for a certification exam from CertNexus or an other certification vendor. It includes tips and tricks to succeed in your journey towards certification, as well as step by step instructions how to schedule and take your exam, whether in person or online. In addition we will provide next steps after your certification, including posting your badge to social posts and your organization.
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Course by
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Self Paced
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3 hours
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English
Node.js Tutorial
Start learning Node.js with the W3Schools course and improve your web development skills. Node.js is an open source server environment that allows you to run JavaScript on a server. This is a structured and interactive…
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Course by
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Self Paced
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11 hours
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English
Arts and Culture Strategy
Arts and culture leaders have a tough but rewarding task: creating and leading sustainable organizations that deliver real social value. There is a lot of competition out there. Being an effective leader means constantly adapting, cleverly using the best tools to reach as many people as possible. This course is designed to help leaders at any level do just that.
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Course by
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Self Paced
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9 hours
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English
Build a film club web app on Google AppEngine
In this 3-hour long project-based course, you will learn how to develop a basic web app on Google AppEngine and deploy it online on Google's infrastructure by creating and setting up your environment, managing user authentication with Firebase, creating and managing database entities with Firestore in Datastore mode.
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Course by
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Self Paced
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3 hours
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English
The Power of Markets III: Input Markets and Promoting Efficiency
The final module of the Power of Markets course begins by further exploring firm behavior in imperfectly competitive market settings: how firms with monopoly power can increase profits through price discrimination; and the price-output combinations we can expect firms to select in cases of monopolistic competition and oligopoly. We will also analyze monopolies from an efficiency perspective and look at the effects of imperfect information on firm and consumer behavior.
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Course by
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Self Paced
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8 hours
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English
Processing IoT Hub data streams with Azure Stream Analytics
In this 1-hour long project-based course, we will learn to create an IoT hub in the Azure cloud, register an IoT device within that IoT hub, send telemetry data from a raspberry pi web simulator to the IoT hub, create an Azure storage account and create stream analytics job with IoT hub as input and storage account as output so that we can store the sensor data on the Azure storage.
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Course by
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Self Paced
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2 hours
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English
Basic Robotic Behaviors and Odometry
"Basic Robotic Behaviors and Odometry" provides you with an introduction to autonomous mobile robots, including forward kinematics (“odometry”), basic sensors and actuators, and simple reactive behavior. This course is centered around exercises in the realistic, physics-based simulator, “Webots”, where you will experiment in a hands-on manner with simple reactive behaviors for collision avoidance and line following, state machines, and basic forward kinematics of non-holonomic systems.
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Course by
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Self Paced
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28 hours
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English
Building Products at Global Scale
Sponsored by AMAZON WEB SERVICES (AWS).
In the previous course, Inspiring Peak Performance on Technical Teams, you learned about how to lead each individual team member to achieve a new personal best every day.
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Course by
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Self Paced
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5 hours
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English
Create and Test a Document AI Processor
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you learn how to to create and use document processors using the Document AI API.
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Course by
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Self Paced
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1 hour
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English
Artificial Intelligence Ethics in Action
AI Ethics research is an emerging field, and to prove our skills, we need to demonstrate our critical thinking and analytical ability. Since it's not reasonable to jump into a full research paper with our newly founded skills, we will instead work on 3 projects that will demonstrate your ability to analyze ethical AI across a variety of topics and situations. These projects include all the skills you've learned in this AI Ethics Specialization.
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Course by
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Self Paced
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6 hours
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English
America's Unwritten Constitution
An introduction to basic techniques of constitutional interpretation.
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Course by
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Self Paced
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17 hours
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English
Azure Data Factory : Implement SCD Type 1
In this project, you will learn how to implement one of the most common concept in real world projects i.
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Course by
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Self Paced
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2 hours
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English
Connected Leadership
This course is designed to maximize your ability to create change at the individual, team and system levels. Through study, reflection, and deploying practical tools, you will establish a firm connection between your clearly articulated Purpose, effective Priorities, visualized Potential for success, and pathway to maximized Progress. But, what does that mean in practice?
When you take this course, you will:
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Course by
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Self Paced
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31 hours
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English
Dart: Variables, Data Structures, Objects, and Conditionals
This is a self-paced lab that takes place in the Google Cloud console. In this lab you will learn more about the basics of Dart. Build on your knowledge of Dart development…
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Course by
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Self Paced
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English