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How Google does Machine Learning
Our Courses
How to Buy Cloud - Strategies for Cloud Procurement
Cloud computing represents a fundamental shift in the way that organizations operate business systems and digital services. The nature of running software workloads in the Cloud, with on-demand resources, pay-as-you-go pricing and security and compliance requirements make Cloud Acquisition processes very different from traditional IT procurement models.
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Course by
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Self Paced
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7 hours
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English
Create a business profile on Twitter
In this 1-hour long guided tutorial, you will learn how to set up a business profile on Twitter. Note: This tutorial 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
Spatial Data Science and Applications
Spatial (map) is considered as a core infrastructure of modern IT world, which is substantiated by business transactions of major IT companies such as Apple, Google, Microsoft, Amazon, Intel, and Uber, and even motor companies such as Audi, BMW, and Mercedes. Consequently, they are bound to hire more and more spatial data scientists.
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Course by
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Self Paced
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12 hours
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English
Teaching the Violin and Viola: Creating a Healthy Foundation
Join us as we explore the fundamental principles and early stages of teaching violin and viola through a series of engaging video lectures and lesson demonstrations, including: 1) Master classes with some of the world’s top string pedagogues, 2) Individual lesson demos of teaching violin/viola set up, left and right hand technique and pieces from the early violin/viola repertoire, 3) Group lesson demos of teaching music theory, ear training and fun activities that encourage good playing habits, and 4) A “field trip” to the violin shop, where we will outfit a new beginning student with a proper
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Course by
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Self Paced
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13 hours
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English
Sustainable Regional Principles, Planning and Transportation
This course will provide students with an introduction to sustainable regional principles, regional planning concepts and evaluate regional transportation system issues. This will be achieved through dynamic video lectures, practical case studies and the evaluation of practices for success. These will include discussions of the importance of the regional plan, how to engage community involvement, the importance of understanding a development transect and others. Strategies for growth priorities, along with consideration of available housing and food security will also be addressed.
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Course by
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Self Paced
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7 hours
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English
Sound and Sonification Design for Interactive Learning Tools
Designing sound representations of information can be a complex, but necessary part of engaging students and making material accessible to a larger group of learners. While advances in these tools (e.g., interactive simulations) have made many freely available to millions of STEM students and classrooms around the world, their reliance on visual-only representations makes it difficult for diverse groups of students to access the content.
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Course by
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Self Paced
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15 hours
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English
AWS: Network Security, Compliance and Governance
AWS: Network Security, Compliance and Governance is the third course of Exam Prep ANS-C01: AWS Certified Advanced Networking Specialty specialization. This course will help learners designing and implementing AWS Security and compliance. You will also get a chance to evaluate monitoring strategies in support of security and compliance objectives. Learners will also get a chance to manage, optimize and troubleshoot AWS Network. The course is divided into two modules and each module is further segmented by Lessons and Video Lectures.
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Course by
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Self Paced
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7 hours
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English
Introduction to Augmented Reality and ARCore
This class will teach you the fundamentals of augmented reality (AR), and how to build an AR experience using ARCore.
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Course by
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Self Paced
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11 hours
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English
RESTful MVC Architecture
This course is designed for learners who want to gain practical experience with RESTful MVC architecture. Learn how to organize server-side code based on models, views, and controllers. You will then learn about the REST standards that allow clients are servers to communicate in a safe and reliable manner.
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Course by
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Self Paced
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6 hours
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English
Innovation Strategy: Developing Your Fintech strategy
Welcome to Innovation strategy: Developing your Fintech Strategy! As you probably know, this is the third course in a three-part specialization focused on the digital transformation of finance. In this course, we'll aim to bring you insights about how business strategy intersects with innovation in finance. I'm excited to have you in the class and look forward to helping you learn more about this important topic. To begin, I recommend taking a few minutes to explore the course site. A good place to start is the navigation bar on the left.
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Course by
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Self Paced
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11 hours
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English
Install and use Matomo on Windows IIS server
Learn how to install and use Matomo, leading free open source web analytics software, on Windows IIS server for local testing or production
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Course by
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Self Paced
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3 hours
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English
Forecasting, Budgeting, Territories, Evaluation and Legal/Ethical Issues
In the fourth part of the Sales Operations/Management Specialization, students will explore the purpose and methods for forecasting and budgeting in a management role. Next, we will learn how to develop territories and evaluate sales performance. Finally, we will explore the legal and ethical issues facing sales managers.
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Course by
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Self Paced
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12 hours
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English
Machine Learning Algorithms
In this course you will: a) understand the naïve Bayesian algorithm. b) understand the Support Vector Machine algorithm. c) understand the Decision Tree algorithm. d) understand the Clustering. Please make sure that you’re comfortable programming in Python and have a basic knowledge of mathematics including matrix multiplications, and conditional probability.
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Course by
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Self Paced
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16 hours
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English
Lesson | Organize Your Pitch
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. By the end of this lesson, you will be able to produce a well organized outline for a pitch/presentation.
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Course by
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Self Paced
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1 hour
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English
Learn Object-Oriented Programming with Kotlin
In this 1.5 hours class, you will learn the four pillars of object-oriented programming and apply it by completing an Android space simulation application using Kotlin.
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Course by
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Self Paced
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2 hours
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English
Analyzing Macro-Environmental Factors Using Creately
By the end of this 2 hour-long guided project, you will be fluent in identifying and analyzing business markets and how to discover their attractiveness to new products and services. This project is designed to engage and harness your visionary and exploratory abilities. You will be using proven models in competitive strategy and the program Creately to explore and analyze these models. This is an important step for individuals or companies wanting to explore new markets for products or services. We will practice critically examining external factors that could affect the business sector.
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Course by
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Self Paced
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2 hours
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English
Interactive, Nonlinear Stories with Twine
When telling stories, we tend to create one-way narratives that conduct readers through a fixed sequence of events.
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Course by
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Self Paced
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3 hours
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English
Introduction to Good Clinical Practice
Welcome to 'Introduction to Good Clinical Practice'! This course is designed to introduce you to the basic principles and practices of Good Clinical Practice (GCP), which are essential for conducting clinical trials and ensuring the safety and well-being of human subjects. Whether you are new to the field or seeking to refresh your knowledge, this course and its sequel courses covering the fundamentals of Good Clinical Practice will equip you with the necessary skills and understanding to begin to navigate the complex world of clinical research.
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Course by
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Self Paced
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3 hours
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English
Create Your First Chatbot with Rasa and Python
In this 2 hour long project-based course, you will learn to create chatbots with Rasa and Python.
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Course by
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Self Paced
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3 hours
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English
Advanced SAS Programming Techniques
In this course, you learn advanced techniques within the DATA step and procedures to manipulate data. “By the end of this course, a learner will be able to…” ● Use additional functions (LAG, FINDC/FINDW, and COUNT/COUNTC/COUNTW). ● Perform pattern matching using PRX functions. ● Process repetitive code, rotate data, and perform table lookups using arrays. ● Perform table lookups and sort data using hash and hash iterator objects. ● Create numeric templates using the FORMAT procedure. ● Create custom functions using the FCMP procedure.
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Course by
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Self Paced
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18 hours
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English
Network Analysis in Systems Biology
This course introduces data analysis methods used in systems biology, bioinformatics, and systems pharmacology research. The course covers methods to process raw data from genome-wide mRNA expression studies (microarrays and RNA-seq) including data normalization, clustering, dimensionality reduction, differential expression, enrichment analysis, and network construction. The course contains practical tutorials for using several bioinformatics tools and setting up data analysis pipelines, also covering the mathematics behind the methods applied by these tools and workflows.
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Course by
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Self Paced
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30 hours
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English
Book Vacation with Power Automate Multilevel Approval Flow
Whether you work in a small or large company, automation of booking vacation days by creating an approval process is a good idea to save time. This project can help you reduce correspondence by e-mail with your supervisors to just a few clicks.
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Course by
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Self Paced
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2 hours
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English
International Hospitality & Healthcare Services Marketing
As the fastest-growing sectors of the current global economy, both hospitality and healthcare services sector offer tremendous growth opportunities for incumbents and entrepreneurial opportunities for new entrants. To flourish on these opportunities, one must first understand each industry's unique characteristics. This course is designed to help those who are interested in career advancement opportunities in these industries or who want to be inspired by these industries to better equip themselves with enlightened and creative management capabilities.
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Course by
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Self Paced
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5 hours
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English
Introduction to Generative AI - בעברית
זהו קורס מבוא ממוקד שמטרתו להסביר מהי בינה מלאכותית גנרטיבית, איך משתמשים בה ובמה היא שונה משיטות מסורתיות של למידת מכונה. הוא גם כולל הסבר על הכלים של Google שיעזרו לכם לפתח אפליקציות בינה מלאכותית גנרטיבית משלכם.
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Course by
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Self Paced
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English
Precalculus: Relations and Functions
This course helps to build the foundational material to use mathematics as a tool to model, understand, and interpret the world around us. This is done through studying functions, their properties, and applications to data analysis. Concepts of precalculus provide the set of tools for the beginning student to begin their scientific career, preparing them for future science and calculus courses. This course is designed for all students, not just those interested in further mathematics courses.
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Course by
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Self Paced
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12 hours
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English