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How Google does Machine Learning
Our Courses
Capstone (React App)
This course enables you to demonstrate multiple skills from this program by solving an authentic real-world problem. Each module includes a brief recap of, and links to, content that you have covered in previous courses in this program. The course Capstone project will test your knowledge and understanding in mobile development using React Native. To complete this course, you will need React Native experience.
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Course by
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Self Paced
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14 hours
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English
Arch of Titus: Rome and the Menorah
The Arch of Titus: Rome and the Menorah explores one of the most significant Roman monuments to survive from antiquity, from the perspectives of Roman, Jewish and later Christian history and art. The Arch of Titus commemorates the destruction of Jerusalem by the emperor Titus in 70 CE, an event of pivotal importance for the history of the Roman Empire, of Judaism, of Christianity and of modern nationalism.
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Course by
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Self Paced
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10 hours
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English
Address Business Issues with Data Science
This course is designed for business professionals that want to learn how to determine if a business issue is appropriate for a data science project and apply the data science process. The typical student in this course will have experience in a business setting and a high-level understanding of fundamental data science concepts, including, but not limited to: types of data, data science roles, the overall data science lifecycle, and the benefits and challenges of data science.
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Course by
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Self Paced
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7 hours
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English
Stakeholder Management
This course offers a comprehensive overview of stakeholder management approaches and techniques. It combines useful theoretical models with practical advice and recommendations. You will learn the best practices, tools, and techniques for managing stakeholder relationships. The course will teach you the key skills in identifying and analyzing stakeholders, understanding their needs and expectations, planning collaboration, and helping stakeholders navigate organizational change.
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Course by
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Self Paced
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5 hours
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English
iOS Project: Transreality Game
Students will produce a networked game that will leverage sensors on the phone to create a unique gaming experience. The focus of the game will be to make it physical through real-world gestures, motion and knowledge of other players real-world location. To do this students will need to integrate knowledge of graphics, networking, sensors, and user interface design alongside a skill set of tool usage. The final project will involve milestones with opportunities to get ungraded peer review feedback from fellow learners so that they can iterate and improve their game program.
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Course by
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Self Paced
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10 hours
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English
Make Continuous Improvements with Retrospective Maps in Miro
By the end of this project, you will be able to lead and document a project retrospective to explore lessons learned and identify areas for continuous improvements. To do this, you will gain hands-on experience working in the Miro online visual collaboration platform for teamwork while you identify key players and questions that are likely to produce insights leading to work process and outcome improvements. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.
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Course by
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Self Paced
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3 hours
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English
Data Processing using Python Collections
By the end of this project you will use the Python Collections Counter, the CSV package's DictReader, and the Collections UserList to read student test data and find the most common test scores.
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Course by
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Self Paced
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3 hours
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English
Deploy a BigQuery ML Customer Churn Classifier to Vertex AI for Online Predictions
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will train, tune, evaluate, explain, and generate batch and online predictions with a BigQuery ML XGBoost model. You will use a Google Analytics 4 dataset from a real mobile application, Flood it!, to determine the likelihood of users returning to the application. You will generate batch predictions with your BigQuery ML model as well as export and deploy it to Vertex AI for online predictions.
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Course by
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Self Paced
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2 hours
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English
Creating Dynamic Secrets for Google Cloud with Vault
This is a self-paced lab that takes place in the Google Cloud console. In this hands-on lab, you will learn how to create dynamic secrets in Vault.
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Course by
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Self Paced
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1 hour
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English
Business Data Management and Communication
In a world driven by big data, it is crucial to understand how valuable information can be extracted from large volumes of data. Further, it is pivotal to utilize information to its full potential. This not only requires one to extract value from data but also to effectively communicate the information obtained. The Business Data Management and Communication Specialization is tailored to deliver a well-balanced curriculum that focuses on all three aspects - Understanding Data, Extracting Valuable Information, and Effective Communication.
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Course by
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Self Paced
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English
Finding Data in Google Sheets
This is a self-paced lab that takes place in the Google Cloud console. Finding specific content in large spreadsheets can be tricky. Learn to manipulate, search and substitute values in Google Sheets using features and functions like VLOOKUP, SUBSTITUTE and QUERY.
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Course by
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Self Paced
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1 hour
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English
IBM Machine Learning
Prepare for a career in the field of machine learning. In this program, you’ll learn in-demand skills like AI and Machine Learning to get job-ready in less than 3 months. Machine Learning is the use and development of computer systems that are able to learn and adapt by using algorithms and statistical models to analyze and draw inferences from patterns in data. Machine Learning is a branch of Artificial Intelligence (AI) where computers are taught to imitate human intelligence in that they solve complex tasks.
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Course by
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English
Fundamental Sports related Musculoskeletal Anatomy
This is an online course on fundamental sports-related musculoskeletal anatomy which provides students with a basic understanding of the musculoskeletal structure and function of different body regions. Topics include an overview of the musculoskeletal system, spine, upper limb, and lower limb.
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Course by
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Self Paced
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4 hours
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English
Excel Skills for Business
This specialization is intended for anyone who seeks to develop one of the most critical and fundamental digital skills today. Spreadsheet software remains one of the most ubiquitous pieces of software used in workplaces across the world. Learning to confidently operate this software means adding a highly valuable asset to your employability portfolio. In the United States alone, millions of job advertisements requiring Excel skills are posted every day. Research by Burning Glass Technologies and Capital One shows that digital skills lead to higher income and better employment opportunities.
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Course by
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Self Paced
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English
Get Started with Messaging & Collaboration Apps: Teams/Zoom
Messaging and collaboration applications are an essential part of productivity at work and school. Understanding how to use messaging, collaboration, and web conferencing apps can make you a more efficient and valuable worker. In this mini-course, you will learn the essentials of working with messaging and collaboration apps. You will learn how to send chat messages, attach files, and make video calls, as well as how to prepare your environment for video conferencing and meetings. This course will also teach you how to work with teams, channels, and meetings.
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Course by
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Self Paced
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4 hours
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English
RESTful Microservices Using Node.js and Express
Backend refers to the server side of development. Here, the primary focus is on how a website works. Node.js is considered efficient for the development of backend applications as it brings event-driven programming and enables development of fast and efficient web servers in JavaScript. Developers can create scalable servers by using a simplified model of event-driven programming that uses call-backs to signal completion of a task.
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Course by
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Self Paced
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English
Managing Vault Tokens
This is a self-paced lab that takes place in the Google Cloud console. In this hands-on lab, you will learn how to manage different types of tokens in Vault.
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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 Public Health Engineering in Humanitarian Contexts
The world is facing unprecedented humanitarian needs. Today’s humanitarian crisis tend to be greater in number, often in urban settings, longer in duration and broader in regional impact. They generate human sufferings on a greater scale, disrupt essential services, such as water supply or sanitation and put health of large population at risk. Engineers and technical specialists in water, sanitation, energy, environment, and in other related fields play a vital role to respond to these challenges and growing needs.
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Course by
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Self Paced
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12 hours
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English
Cloud Applications
This course provides an introduction to the development and support for Cloud-native applications, more specifically it delves into best practices of developing applications; migrating on premise applications to the cloud; the basic building blocks and properties expected from Cloud applications. The course also provide highlights of some novel cloud applications, including geo-distributed computations.
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Course by
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Self Paced
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4 hours
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English
IBM AI Enterprise Workflow
This six course specialization is designed to prepare you to take the certification examination for IBM AI Enterprise Workflow V1 Data Science Specialist. IBM AI Enterprise Workflow is a comprehensive, end-to-end process that enables data scientists to build AI solutions, starting with business priorities and working through to taking AI into production.
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Course by
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English
Developing Applications with Google Cloud
In this specialization, application developers learn how to design, develop, and deploy applications that seamlessly integrate managed services from Google Cloud. Through a combination of presentations, demos, and hands-on labs, participants learn how to use Google Cloud services and pre-trained machine learning APIs to build secure, scalable, and intelligent cloud-native applications.
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Course by
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Self Paced
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English
Electrodynamics
If you want to apply electrodynamics to your materials research project, this Specialization will help you do so. Electromagnetic force is one of the fundamental forces that hold atoms and molecules together, which are the building blocks of any materials.In four courses, you will learn the foundations of electrodynamics starting from the nature of electrical force up to the level of in-depth solutions of Maxwell equations. We will walk you through vector calculus, concepts of field, flux and circulation, electrostatics, and magnetostatics as well as electrodynamics.
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Course by
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Self Paced
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English
Linear Algebra for Data Science Using Python
This Specialization is for learners interested in exploring or pursuing careers in data science or understanding some data science for their current roles. This course will build upon your previous mathematical foundations and equip you with key applied tools for using and analyzing large data sets.
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Course by
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Self Paced
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English
Supply Chain Finance and Blockchain Technology
New York Institute of Finance’s Supply Chain Finance and Blockchain Technology Specialization focuses on an emerging set of solutions within trade finance, which are being implemented by thousands of financial institutions, leading corporate buyers and their trading partners from around the world. This 4-course Specialization will describe in detail the evolution of traditional trade finance and the shift to supply chain finance, delving into the key elements, available options from which solutions are implemented, and an in-depth view on the success factors.
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Course by
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Self Paced
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English
Machine Learning for Telecom Customers Churn Prediction
In this hands-on project, we will train several classification algorithms such as Logistic Regression, Support Vector Machine, K-Nearest Neighbors, and Random Forest Classifier to predict the churn rate of Telecommunication Customers.
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Course by
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Self Paced
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3 hours
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English