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How Google does Machine Learning
Our Courses
Making Your Military Transition a Transformation
Transitioning from the military can be an unsettled and challenging time. This course will help transitioning military members, and their spouses, transform their post-military experience by designing the life they truly want. In this course we will talk about common transition pitfalls and walk you through the process of analyzing your personal motivations, prioritizing your career pursuits, and creating a career journey map. You will also evaluate your personal priorities, learn to utilize your network effectively, and select the best opportunities for employment and growth for you.
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Course by
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Self Paced
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34 hours
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English
Google Sheets 日本語版
このコースでは、Google スプレッドシートを紹介します。Google スプレッドシートはクラウドベースのスプレッドシート ソフトウェアで、 Google Workspace に含まれています。 Google スプレッドシートでは、ウェブブラウザで直接スプレッドシートを作成して編集できます。特別なソフトウェアは必要ありません。 複数のユーザーが同時に編集することも、他のユーザーの変更内容をリアルタイムで見ることもできます。また、変更はすべて自動的に保存されます。 このコースでは、Google スプレッドシートを開いて空のスプレッドシートを作成する方法、テンプレートからスプレッドシートを作成する方法を学習します。また、Google スプレッドシートを使用してデータの追加、インポート、並べ替え、フィルタリング、書式設定を行い、さまざまな種類のファイルで作業する方法も学習します。 数式と関数を使用すると、すばやく計算を行ってデータをより有効に活用できます。このコースでは、基本的な数式を作成する方法、関数を使用する方法、データを参照する方法について見ていきます。スプレッドシートにグラフを追加する方法も学習します。 Google スプレッドシートは簡単に共有できます。このコースでは、他のユーザーとスプレッドシートを共有するさまざまな方法を見ていきます。
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Course by
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Self Paced
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English
Dairy Production and Management
With the world's first MOOOOO-C, you will gain a broad and comprehensive understanding of all aspects of dairy management such as genetics, nutrition, reproduction, animal health, farm economics, and sustainability of dairy production systems. There's something here for everyone whether you are just looking for the basics or have years of experience in the dairy industry. This is an eight-week course. Each week consists of four to nine video lectures, additional reading materials, and a multiple-choice questions quiz. Estimated study time is between three and five hours per week.
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Course by
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Self Paced
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76 hours
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English
Analyze Website Visitors with Google Analytics Segments
In this project you will learn how to use segments in Google Analytics and how they provide a deeper analysis of your website visitors. You will learn how to set up and use segments. You will learn about system segments and custom segments. You will also learn how to import segments. You will understand how using segments helps you make better decisions when it comes to increasing and converting your website traffic. 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
Math behind Moneyball
Learn how probability, math, and statistics can be used to help baseball, football and basketball teams improve, player and lineup selection as well as in game strategy.
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Course by
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Self Paced
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65 hours
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English
Excel Time Series Models for Business Forecasting
This course explores different time series business forecasting methods. The course covers a variety of business forecasting methods for different types of components present in time series data — level, trending, and seasonal. We will learn about the theoretical methods and apply these methods to business data using Microsoft Excel. These forecasting methods will be programmed into Microsoft Excel, displayed graphically, and we will optimise these models to produce accurate forecasts. We will compare different models and their forecasts to decide which model best suits our business' needs.
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Course by
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Self Paced
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11 hours
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English
Introduction to Test Driven Development (TDD)
Successful developers need to not only build the right software but build it right. To know your software works correctly, you need to test each unit of code. One of the best methods for this unit-level testing is test d…
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Course by
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Self Paced
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English
Hosting a Web App on Google Cloud Using Compute Engine Azure
This is a self-paced lab that takes place in the Google Cloud console.In this lab, you’ll deploy and scale a Web App on Google Compute Engine.
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Course by
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Self Paced
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1 hour
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English
TensorFlow on Google Cloud - 한국어
이 과정에서는 TensorFlow 및 Keras를 사용한 ML 모델 빌드, ML 모델의 정확성 개선, 사용 사례 확장을 위한 ML 모델 작성에 대해 다룹니다.
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Course by
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Self Paced
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English
Research Methodologies
This course focuses on research methodologies. In this vein, the focus will be placed on qualitative and quantitative research methodologies, sampling approaches, and primary and secondary data collection. The course begins with a discussion on qualitative research approaches, looking at focus groups, personal interviews, ethnography, case studies and action research. We will also discuss quantitative research methods with a focus on experimental research design and survey methodology.
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Course by
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Self Paced
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20 hours
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English
Environmental Science
The Introduction to Environmental Science course explores the field of environmental science and encourages participants to understand how environmental scientists think. It addresses some important questions such as: 1. What is the difference between environmental science and environmental studies? 2. How do both differ from environmentalism? 3. Why is energy so important in environmental science? 4. What do you mean by biodiversity? You will also explore what global cycles are and how they impact our lives.
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Course by
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Self Paced
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30 hours
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English
The Kennedy Half Century
When John F. Kennedy entered the presidential limousine at Love Field in Dallas, Texas on November 22, 1963, he began his ride into history. That journey continues even today and we call it the Kennedy legacy. This course will explore the Presidency, assassination, and lasting legacy of President John F. Kennedy. Students will learn how JFK’s life, administration, and tragic death have influenced the general public, the media, and each of the nine U.S.
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Course by
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Self Paced
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9 hours
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English
Analyzing and Visualizing Data the Google Way
This learning experience guides you through the process of utilizing various data sources and multiple Google Cloud products (including BigQuery and Google Sheets using Connected Sheets) to analyze, visualize, and interpret data to answer specific questions and share insights with key decision makers.
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Course by
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Self Paced
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8 hours
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English
Create and Design Digital Products using Canva
By the end of this course, you will create templates for digital products that you can sell in the marketplace using Canva. You will be able to incorporate a color scheme, images, and other design elements for aesthetically pleasing and sellable products. This course will include intermediate to advanced level skills using the free version of Canva. Creating high-quality digital products is the perfect way to showcase your design expertise and build a business without a large investment. 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
Translate Text with the Cloud Translation API
This is a self-paced lab that takes place in the Google Cloud console. The Cloud Translation allows you to translate an arbitrary string into any supported language. In this hands-on lab you’ll learn how to use the Cloud Translation API to translate text and detect the language of text if the language is unknown.
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Course by
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Self Paced
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1 hour
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English
Accounting Data Analytics with Python
This course focuses on developing Python skills for assembling business data. It will cover some of the same material from Introduction to Accounting Data Analytics and Visualization, but in a more general purpose programming environment (Jupyter Notebook for Python), rather than in Excel and the Visual Basic Editor.
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Course by
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Self Paced
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43 hours
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English
Uncertainty and Research
This course teaches the fundamentals of scientific research. We approach the research process as a means of systematically reducing uncertainty and demonstrate how conducting a scientific investigation can be posed as an exercise in Bayesian uncertainty quantification. We begin by exploring the scientific landscape to understand the different types of research, where they are conducted, how they are supported, and why each of these types of research is important. We then formalize scientific inquiry and the scientific method and elaborate the research process and its scientific merits.
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Course by
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Self Paced
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15 hours
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English
Introduction to Data Science and scikit-learn in Python
This course will teach you how to leverage the power of Python and artificial intelligence to create and test hypothesis. We'll start for the ground up, learning some basic Python for data science before diving into some of its richer applications to test our created hypothesis. We'll learn some of the most important libraries for exploratory data analysis (EDA) and machine learning such as Numpy, Pandas, and Sci-kit learn.
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Course by
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Self Paced
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14 hours
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English
Create a Newsletter in Libre Writer
After successfully completing this project, you will have created a visually appealing newsletter using Libre Writer.
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Course by
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Self Paced
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3 hours
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English
Message Encoding/Decoding in Python with GUI
In this 1-hour long project-based course, you will learn how to secure your information by encoding and decoding the messages.
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Course by
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Self Paced
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3 hours
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English
Tencent Cloud Solutions Architect Associate
This course is primarily aimed at cloud professionals who are interested in learning about Tencent Cloud's cloud architectures. It equips learners with a foundational knowledge in cloud architecture design and prepares them to take the Tencent Cloud Solutions Architect Associate examination. After completing this course, learners will be able to design cloud solutions that incorporate the principles of high availability, high security, high scalability, and cost optimization.
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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 Automated Analysis
This course introduces state-of-the-art techniques for automated analysis. Automated analysis encompasses both approaches to automatically generate a very large number of tests to check whether programs meet requirements, and also means by which it is possible to *prove* that software meets requirements and that it is free from certain commonly-occurring defects, such as divide-by-zero, overflow/underflow, deadlock, race-condition freedom, buffer/array overflow, uncaught exceptions, and several other commonly-occurring bugs that can lead to program failures or security problems.
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Course by
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Self Paced
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19 hours
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English
Project Management: Beyond planning and control
Project Management is a fundamental theme to understand and work in any business environments. Projects are the organizational way to make innovation happen and to realize any kind of custom solution or to change how an organization work. Project Management is the set of capabilities, skills and tools to properly work on projects. The course aims to define the concept of a project and to show how, in the management of a successful business, project management and process management must coexist and integrate.
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Course by
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Self Paced
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6 hours
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English
Create Your UX portfolio with Crevado
By the end of this project, the learner will create a UX portfolio with Crevado. They will write and display case studies based on UX design principles.
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Course by
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Self Paced
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2 hours
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English