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How Google does Machine Learning
Our Courses
Neural Basis of Imagination, Free Will, and Morality
This course deals with the neural basis of imagination, free will, and morality.
In module one of the course, you will explore the evidence of imagination derived from artifacts.
This module examines the brain changes that caused the innovativeness of human imagination. The relation between the first and the second-order desires and free will also be discussed.
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Course by
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Self Paced
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6 hours
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English
Practice Exam for Certified Scrum Master (CSM) Certification
This course provides an overview of the Scrum Alliance Certified Scrum Master (CSM) certification. We will share the process required to qualify for the exam, specific education requirements, and exam specifics. We will wrap up the course with a 50-question mock exam designed to prepare you for the CSM certification test.
Becoming a CSM is the beginning of your Agile journey and the first step along a path of continual learning. Passing the CSM examination can open many doors, and this course will ensure you are more than ready to achieve a passing score.
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Course by
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Self Paced
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3 hours
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English
Lymphoedema: Monitoring & Intervention After Breast Cancer
Lymphoedema following breast cancer treatment is a poorly understood and under-researched condition which can significantly impact physical and psychological function, reduce quality of life and result in substantial cost burdens to both patients and the healthcare system.
In these interactive modules we will cover an introduction to lymphoedema, lymphatic physiology and anatomy, assessment and treatment, as well as utilise case studies to understand the prospective surveillance and early intervention model of care in breast cancer rehabilitation.
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Course by
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Self Paced
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8 hours
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English
Digitalisation in Aeronautics
The instructors of the online course "Digitalisation in Aeronautics" present a spectrum of different aviation research and application areas, exploring the impact of digitalisation in this specific field, including the effects of digitalisation in simulating the interaction of aircraft components, in overall aircraft development and related decision-making and in the communication channels used within aircraft. A broad and varied range of applications and digital solutions are explored in detail in the individual modules of this course.
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Course by
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Self Paced
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10 hours
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English
How to integrate apps on Canva
This project allows you to integrate various applications on Canva, which you can then use in your graphic creations.
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Course by
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Self Paced
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1 hour
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English
Get Organized: How to be a Together Teacher
This course is designed for classroom teachers who juggle time-sensitive tasks and often-exhausting teaching schedules. With an eye toward long-term sustainability, The Together Teacher examines the purpose for planning ahead, provides tools for tracking time commitments, deadlines and tasks, and helps teachers develop a personal organization system that interacts with their day-by-day practices.
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Course by
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Self Paced
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8 hours
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English
Machine Learning Basics
In this course, you will:
a) understand the basic concepts of machine learning.
b) understand a typical memory-based method, the K nearest neighbor method.
c) understand linear regression.
d) understand model analysis.
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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15 hours
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English
Poverty & Population: How Demographics Shape Policy
This course has four modules, or foci. The first is to understand the categories of social welfare—populations, income, earnings, and assets— and some related concepts that play a very large role in shaping policy decisions: unemployment, inflation, and the minimum wage. The second deals with the central institution of social welfare—the labor market, which largely determines how many resources a person has. The labor market also establishes hierarchy, both through meritocracy and through categories of privilege.
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Course by
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Self Paced
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12 hours
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English
Forecasting Financial Statements & Valuation for Accountants
The objective of this course is to provide you with the knowledge and skills necessary to analyze, interpret, understand and use financial information to make informed decisions. We will discuss financial reporting from a user’s perspective, use a variety of tools to break apart financial reports into meaningful units for analysis, forecast financial statements, and value a firm. This course is intended to give you exposure to the issues facing users of financial statements.
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Course by
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Self Paced
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17 hours
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English
MLOps Tools: MLflow and Hugging Face
This course covers two of the most popular open source platforms for MLOps (Machine Learning Operations): MLflow and Hugging Face. We’ll go through the foundations on what it takes to get started in these platforms with basic model and dataset operations. You will start with MLflow using projects and models with its powerful tracking system and you will learn how to interact with these registered models from MLflow with full lifecycle examples. Then, you will explore Hugging Face repositories so that you can store datasets, models, and create live interactive demos.
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Course by
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Self Paced
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13 hours
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English
Deploying Memcached on Kubernetes Engine
This is a self-paced lab that takes place in the Google Cloud console. In this lab you'll learn how to deploy a cluster of distributed Memcached servers on Kubernetes Engine using Kubernetes, Helm, and Mcrouter.
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Course by
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Self Paced
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1 hour
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English
Fundamentals of Customers and Competition, with Goldman Sachs 10,000 Women
This free online course is one of 10 courses available in the Goldman Sachs 10,000 Women collection, designed for entrepreneurs ready to take their business to the next level.
In this course, you will examine your customers’ buying process and explore the benefits of market segmentation.
Through competitive analysis and identifying your competitive advantage, you will consider how an understanding of your customers and competitors can help you maximize the value of your offer, enabling you to achieve business growth.
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Course by
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Self Paced
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5 hours
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English
Advanced Interviewing Techniques
People interviewing for jobs today often fail because they are using yesterday's strategies. Recruiting technology has become more sophisticated, and the best employers are constantly changing the way interviews are done. This course gives you detailed strategies for handling tough competency-based, or behavioral, interviews so that you can communicate the knowledge, skills, and abilities that you have and that employers demand.
You will be able to:
1. Identify what the hiring organization is looking for in using behavioral interviewing techniques.
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Course by
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Self Paced
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21 hours
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English
Fundamental Privacy Acts and Laws
In this path we will explore The US Federal Government Branch and Information Privacy. We will also cover US healthcare privacy related laws and privacy compliance including HIPAA, HITECH, GINA and more.
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Course by
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Self Paced
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9 hours
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English
Batteries and Electric Vehicles
Batteries and Electric Vehicles: This course will focus on aspects of battery performance in zero emission vehicles, EV charger networks and second life applications of EV batteries, and standards and regulatory requirements.
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Course by
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Self Paced
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9 hours
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English
Create a Project Charter with Microsoft Word
The main purpose of a project charter is to have consensus around project objectives, activities, schedule, potential risks, and budget.
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Course by
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Self Paced
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1 hour
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English
IELTS Listening and Speaking Sections Skills Mastery
Whether you have taken the IELTS test before, you will benefit from completing this course on the listening and speaking sections of the exam. The lessons in this course will improve your overall skills in both listening and speaking, and they will prepare you for every type of question in these sections of the test, increasing your chances of getting your target band scores.
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Course by
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Self Paced
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6 hours
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English
Modelling and measuring the Energy Transition
This MOOC provides attendants with fundamental knowledge about the main challenges in modelling the energy transition at both global and regional levels, as well as the industrial ecology instruments to measure the associated impacts.
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Course by
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Self Paced
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7 hours
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English
Global Disease Masterclass: Communicable Diseases Epidemiology, Intervention and Prevention
This course is all about infectious diseases. We’ve selected four disease areas — HIV, Malaria, Emerging Infectious Diseases (Ebola and Zika), and TB — and we will go through each in turn. We’ve selected these diseases because they span a range of different types of disease and allow us to look at important issues that relevance of other diseases too. We will look at each disease in the same way: we begin by looking at the aetiology and epidemiology of the diseases. We then show how data on this disease can be used to understand important trends and patterns.
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Course by
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Self Paced
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18 hours
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English
Build a Two Screen Flutter Application
This is a self-paced lab that takes place in the Google Cloud console. In this lab you will build simple two page app that demonstrates the basics of Flutter. At the end of this lab you will have a simple application that demonstrates why Flutter is so popular with developers.
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Course by
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Self Paced
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1 hour
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English
Algebra: Elementary to Advanced - Functions & Applications
After completing this course, students will learn how to successfully apply functions to model different data and real world occurrences. This course reviews the concept of a function and then provide multiple examples of common and uncommon types of functions used in a variety of disciplines. Formulas, domains, ranges, graphs, intercepts, and fundamental behavior are all analyzed using both algebraic and analytic techniques. From this core set of functions, new functions are created by arithmetic operations and function composition.
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Course by
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Self Paced
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6 hours
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English
Create React Forms Using Hooks
By the end of this project, you will Create React Forms Using Hooks.
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Course by
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Self Paced
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4 hours
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English
Configuring IAM Permissions with gCloud - AWS
This is a self-paced lab that takes place in the Google Cloud console. In this lab you will use the gcloud CLI tool to set up and configure command features of Cloud Identity and Access Management.
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Course by
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Self Paced
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1 hour
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English
Nanotechnology and Nanosensors, Part1
Nanotechnology and nanosensors are broad, interdisciplinary areas that encompass (bio)chemistry, physics, biology, materials science, electrical engineering and more. The present course will provide a survey on some of the fundamental principles behind nanotechnology and nanomaterials and their vital role in novel sensing properties and applications. The course will discuss interesting interdisciplinary scientific and engineering knowledge at the nanoscale to understand fundamental physical differences at the nanosensors.
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Course by
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Self Paced
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12 hours
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English
Application of Data Analysis in Business with R Programming
This Guided Project “Application of Data Analysis in Business with R Programming” is for the data science learners and enthusiasts of 2 hours long. The learners will learn to discover the underlying patterns and analyse the trends in data with Data Science functions.
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Course by
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Self Paced
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3 hours
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English