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How Google does Machine Learning
Our Courses
Getting started with Azure IOT Hub
In this 1-hour guided project, you will create an IoT hub & an IoT device in Azure and use a Raspberry Pi web simulator to send telemetry data to the IoT hub.
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Course by
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Self Paced
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3 hours
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English
Leading Diverse Teams
This course addresses the leadership skills and competencies that are requisite for leading across cultures in a global business environment. Participants will learn from frameworks, principles, and practices regarding how to leverage their cross-cultural business experiences for greater influence and effectiveness across cultural contexts (teams, organizations, regions, countries, etc.).
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Course by
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Self Paced
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8 hours
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English
Encoder-Decoder Architecture - 日本語版
このコースでは、機械翻訳、テキスト要約、質問応答などのシーケンス ツー シーケンス タスクに対応する、強力かつ広く使用されている ML アーキテクチャであるエンコーダ / デコーダ アーキテクチャの概要を説明します。エンコーダ / デコーダ アーキテクチャの主要なコンポーネントと、これらのモデルをトレーニングして提供する方法について学習します。対応するラボのチュートリアルでは、詩を生成するためのエンコーダ / デコーダ アーキテクチャの簡単な実装を、TensorFlow で最初からコーディングします。
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Course by
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Self Paced
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English
Finance of Mergers and Acquisitions: Designing an M&A Deal
This course focuses on the theory and practice of mergers and acquisitions (M&A), with a focus on the Finance. The Finance of M&A uses tools from different areas of Finance to help managers and investment bankers design successful M&A deals. In particular, we will learn to value and price M&A deals and how to choose the optimal financing mix for an M&A deal. The course focuses on all the major types of M&A deals including strategic M&A, private equity leveraged buyouts (LBOs), and restructuring deals such spinoffs and asset transfers.
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Course by
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Self Paced
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20 hours
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English
Draw an Isometric House with Inkscape
By the end of this project, you'll be able to create an isometric vector graphic of a house.
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Course by
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Self Paced
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3 hours
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English
Custom Prediction Routine on Google AI Platform
Please note: You will need a Google Cloud Platform account to complete this course.
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Course by
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Self Paced
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2 hours
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English
Introduction to Social Media Analytics
Social media not only provides marketers with a means of communicating with their customers, but also a way to better understand their customers. Viewing consumers’ social media activity as the “voice of the consumer,” this session exposes learners to the analytic methods that can be used to convert social media data to marketing insights. In Introduction to Social Media Analytics, learners will be exposed to both the benefits and limitations of relying on social media data compared to traditional methods of marketing research.
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Course by
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Self Paced
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9 hours
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English
Aggregate Data in SQL using MySQL Workbench
In this project you will use MySQL Workbench to write SQL queries that aggregate (group) data.
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Course by
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Self Paced
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2 hours
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English
PyCaret: Anatomy of Classification
In this 2 hour 10 mins long project-based course, you will learn how to set up PyCaret Environment and become familiar with the variety of data preparing tasks done during setup, be able to create, see and compare performance of several models, learn how to tune your model without doing an exhaustive search, create impressive visuals of models, feature importance and much more.
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Course by
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Self Paced
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2 hours
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English
How to Create a Lesson Plan in Microsoft Word
At the end of this project, you will be able to use the different features in Microsoft Word to create a lesson plan.
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Course by
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Self Paced
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3 hours
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English
Artificial Intelligence for Breast Cancer Detection
The objective of this course is to provide students the knowledge of artificial intelligence processing approaches to breast cancer detection. Students will take quizzes and participate in discussion sessions to reinforce critical concepts conveyed in the modules. Reading assignments, including journal papers to understand the topics in the modules, will be provided.
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Course by
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Self Paced
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15 hours
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English
Software Design as an Element of the Software Development Lifecycle
This course talks about software development lifecycles a description/prescription for how we write software. Design is a step in this life cycle, and the course explores the implications of this. Design has a role in the life cycle; it is always there, regardless of the kind of life cycle we’re talking about. Why is that? Why was design considered as a step in this life cycle?
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Course by
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Self Paced
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11 hours
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English
Introducing z/OS UNIX System Services
e.g. This is primarily aimed at first- and second-year undergraduates interested in engineering or science, along with high school students and professionals with an interest in programming.
On successful completion of this course, the learners are eligible to claim a badge. More information can be found here:https://www.credly.com/org/ibm/badge/introduction-to-z-os-unix-system-services
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Course by
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Self Paced
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13 hours
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English
Google Workspace Admin: Provisioning
This is a Google Cloud Self-Paced Lab. In this lab, you will learn how to provision groups and calendar resources in Google Workspace.
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Course by
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Self Paced
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1 hour
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English
Creativity, Innovation and Transformation
Our lives are being disrupted by pandemics, global warming, wars, political chaos, and technological innovations.
We must prepare for an unpredictable and unknown future - and this is the goal of the course on Creativity, Innovation and Transformation (CIT)! CIT is an upgrade of the former Creativity, Innovation and Change (CIC) course, which is now streamlined and updated with a new module on Transformation.
The course consists of four main Modules:
Innovation Toolbox
Creative Diversity
CENTER
Transformation
The course offers unique ways to:
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Course by
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Self Paced
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18 hours
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English
Developing Advanced Programme Delivery Framework in ClickUp
By the end of this guided project, you will be fluent in creating Programme framework for the Delivery Phases for diverse programmes.
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Course by
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Self Paced
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3 hours
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English
The Arts and Science of Relationships: Understanding Human Needs
This course provides an introduction to:
1. Basic concepts of The Strategies and Skills Learning and Development System (SSLD), their relevance for every day relationships and provide advanced concepts for participants who work in fields of social work and health care .
2. Basic practice principles and methods of SSLD, illustrated by relationship management case studies.
3. The SSLD framework for relationship management assessment; N3C (needs, circumstances, characteristics, capacity) and problem translation.
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Course by
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Self Paced
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32 hours
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English
Consumption, Marketing and Culture
What does it mean to be a consumer in a consumer society? In this MOOC we think about marketing in terms of what marketing does rather than how we do it. It's not just a case of how we buy the products that are sold to us, but how we are affected by those products and the services that we encounter.
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Course by
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Self Paced
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18 hours
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English
Mastering bitumen for better roads and innovative applications
During the four coming weeks, best experts in bitumen will bring you their knowledge and experience to build a strong understanding of today’s realities and new perspectives on the future of bitumen.
Total is the European leader on bitumen markets. Innovation has always been the key to sustainability and durability in the products they develop. Their main objective here is to share technical knowledge and experience to insure bitumen are being used in the most effective and efficient ways for their different applications in road works.
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Course by
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Self Paced
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8 hours
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English
A Business Approach to Sustainable Landscape Restoration
Integrated landscape management and large-scale landscape restoration should be in every company’s business strategy because in order to reach the Sustainable Development Goal on Land Degradation Neutrality (SDG Number 15.3) scaling up and acceleration of business-driven landscape restoration is urgently needed.
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Course by
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Self Paced
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25 hours
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English
Electrical Power Generation - An Industrial Outlook
This course explains the complete Power Generation, extensively detailing about the various electrical equipment along with the process of power generation.
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Course by
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Self Paced
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11 hours
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English
Confluent: Developing a Streaming Microservices Application
This is a self-paced lab that takes place in the Google Cloud console. This hands-on lab provides step-by-step instructions for developers to apply the basic principles of streaming applications using the Confluent Platform.
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Course by
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Self Paced
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2 hours
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English
AI, Business & the Future of Work
This course from Lunds university will help you understand and use AI so that you can transform your organisation to be more efficient, more sustainable and thus innovative.
The lives of people all over the world are increasingly enhanced and shaped by artificial intelligence. To organisations there are tremendous opportunities, but also risks, so where do you start to plan for AI, business and the future of work?
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Course by
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Self Paced
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12 hours
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English
Technical Deep Dive with Incident Response Tools
The Cyber Incident Response course will give students an understanding of how incidents are responded to at a high level, as well as allow them to build important technical skills through the hands-on labs and projects.
This course starts with a high-level discussion of what happens at each phase of responding to an incident, followed by a technical deep dive into some of the more exciting parts of memory, network, and host analysis and forensics. This course is for anyone wishing to apply learned forensics and offensive knowledge such as ethical hacking to the incident response process.
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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 Cybersecurity Foundations
Most introductory or beginner level cybersecurity courses are not truly beginner level. Most of them assume some level of technical competence and expect that cybersecurity is not your first technical job role. However, as I've successfully mentored people coming from fields such as nursing, aviation (an airline pilot!), and real estate, I've learned that these people are underserved as far a true introduction. This Learning Path is an answer to that gap.
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Course by
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Self Paced
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3 hours
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English