Generative AI for Business Leaders
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How Google does Machine Learning
Our Courses
Machine Learning with ChatGPT: Image Classification Model
In this 1-hour project, you will learn how to build a machine learning model using ChatGPT. We will use the MNIST database which is a large database of handwritten digits that is commonly used for training various image processing systems. You will be introduced to the process of fine-tuning, which involves adjusting the model's parameters to learn task-specific relationships between input and output. You will import the necessary libraries and load the data, and then split the data into training and testing sets.
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Course by
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Self Paced
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3 hours
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English
Professional Selling: Step 1 - Think Like a High-Performer
Foundational Skills and Knowledge Required of High Performing Salespeople. This course takes the mystery out of sales and the sales process. Learners will gain a clear understanding of the sales process and the fundamental skills required to build lasting, long-term, trusting relationships with customers. Participants in Course One will be provided “The Road Map” to the sales process and learn how the highest performing salespeople think about sales and sales activity.
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Course by
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Self Paced
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8 hours
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English
Creative Artifacts
Creative Artifacts explores how different tools and structures can be used to increase creativity through a multidisciplinary lens. You will see how renowned artists use machine learning to expand their creative capacities, and you will gain experience collaborating with creative AI tools yourself. On a macro scale, you will examine the business strategies and economic policies that make organizations and regions more creative. As you progress, you will reflect on how these tools and structures can enhance your creativity and how they might impact the larger society.
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Course by
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Self Paced
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21 hours
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English
Simple Parallel Coordinates Plot using d3 js
Throughout this guided project we are going to create a simple Parallel Coordinates Plot (PCP) using d3 js. PCP is one of the most common data visualization techniques used to visualize high-dimensional datasets. In this guided project you will create a simple PCP step by step. We will also cover some important topics in data visualization such as Linear and Ordinal scaling to best visualize our data. Having the knowledge of javascript programming language and the basics of d3 js are the two most important prerequisites to get the most out of this guided project.
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Course by
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Self Paced
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3 hours
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English
Deep Neural Networks with PyTorch
The course will teach you how to develop deep learning models using Pytorch. The course will start with Pytorch's tensors and Automatic differentiation package. Then each section will cover different models starting off with fundamentals such as Linear Regression, and logistic/softmax regression. Followed by Feedforward deep neural networks, the role of different activation functions, normalization and dropout layers. Then Convolutional Neural Networks and Transfer learning will be covered. Finally, several other Deep learning methods will be covered.
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Course by
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Self Paced
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31 hours
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English
Write a Mini Reservation Application with Kotlin
In this 1.5 hours project-based course, you will complete and improve a mini airline reservation application and learn more advanced concepts of Kotlin such as higher order functions, lambda expressions, infix notation, Java interoperability, and many more.
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Course by
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Self Paced
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3 hours
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English
Getting Started with Facebook Pixel
In this 1 hour long project, you will create a Facebook Pixel, learn various integration methods, create a custom audience using Facebook Pixel and then learn about creating Facebook ads using the Facebook Pixel. You will also learn about the application of Pixel in Facebook marketing, especially in Retargeting. We will explore manual & partner integrations in detail. I will also show you a demo on how to integrate Pixel with Wix. In the final tasks, we will create a custom audience & Facebook ads using Pixel.
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Course by
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Self Paced
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3 hours
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English
User Experience & Interaction Design for AR/VR/MR/XR
This second course in the XR for Everybody specialization looks at how to design new user experiences for XR technologies. The course provides learners with a design thinking mindset and equips them with a fundamental toolbox for creating XR applications using rapid prototyping. It starts with a broad overview of the complete XR design process, discussing different paths to becoming an XR creator, what is generally involved in making XR experiences, and how to best get started.
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Course by
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Self Paced
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28 hours
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English
Measuring Stock Liquidity
In this 1-hour long project-based course, you will learn how to use Average Daily Traded Volume and Share Turnover to measure liquidity, use Depth of Market (DOM) and Bid-Ask Spread to compare liquidity, and use Variance Ratio to quantify liquidity.
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Course by
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Self Paced
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2 hours
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English
Build a Fast Typing Game using Java Swing
By the end of this project, you will create a fully functioning fast typing game using Java Swing in Eclipse. This project will give you a great head start towards learning more and mastering one of the most used programming languages in the world. In this project you will be able to identify and apply many basic fundamentals such as data structures, variables, loops etc. Moreover, you will be able to perform simple String manipulation, save and compare the user's input to the original correct word and finally, you will be able to create dynamic labels for many applications.
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Course by
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Self Paced
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2 hours
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English
FIFA20 Data Exploration using Python
By the end of this project, you will learn to use data Exploration techniques in order to uncover some initial patterns, insights and interesting points in your dataset.
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Course by
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Self Paced
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2 hours
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English
Structured Query Language (SQL) using SAS
Course Description In this course, you learn about Structured Query Language (SQL) and how it can be used in SAS programs to create reports and query your data. “By the end of this course, a learner will be able to…” ● Query and subset data. ● Summarize and present data. ● Combine tables using joins and set operators. ● Create and modify tables and views. ● Create data-driven macro variables using a query. ● Access DBMS data with SAS/ACCESS technology.
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Course by
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Self Paced
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27 hours
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English
Marketing Analytics with Meta
This course explores Meta Marketing Analytics Tools. You'll learn how to create ads using Meta Ads Manager, utilize Meta experiments, optimize ads through A/B testing, integrate data from campaigns and perform an analysis to evaluate the results.
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Course by
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Self Paced
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13 hours
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English
Calculus through Data & Modelling: Techniques of Integration
In this course, we build on previously defined notions of the integral of a single-variable function over an interval. Now, we will extend our understanding of integrals to work with functions of more than one variable. First, we will learn how to integrate a real-valued multivariable function over different regions in the plane. Then, we will introduce vector functions, which assigns a point to a vector. This will prepare us for our final course in the specialization on vector calculus.
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Course by
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Self Paced
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5 hours
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English
Aromatherapy: Clinical Use of Essential Oils
This course provides an overview of essential oil therapy and current aromatherapy practices in clinical settings and gives you the skills to bring aromatherapy into your own practice.
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Course by
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Self Paced
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17 hours
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English
Arm Cortex-M Processors Overview
This course is designed for anyone wishing to learn about the range of Cortex-M processors and the different resources that can help you with your Cortex-M project. The course begins with a bit of history about Arm processors and the Arm architecture, covering the differences between the M-profile and other architecture profiles like A-profile and R-profile. This course is suitable for beginners or people without an engineering or computer science background. The introductory material also sets the scene for the courses 2, 3 and 4.
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Course by
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Self Paced
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2 hours
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English
Create a Virtual Machine Using AWS EC2
By the end of this project, you will have successfully set up two virtual machines using Amazon Web Services and tested a Linux-based virtual machine.
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Course by
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Self Paced
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2 hours
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English
Supply Chain of Agriculture
Learners will be introduced to the production and distribution of agricultural commodities and food products. Topics will cover the full range of the agriculture supply chain, from pre-farm to the consumer, to provide students with a better understanding and appreciation for where and how crops and livestock are produced, and the systems used to distribute products to consumers.
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Course by
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Self Paced
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10 hours
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English
Comparative Research Designs and Methods
Emile Durkheim, one of the founders of modern empirical social science, once stated that the comparative method is the only one that suits the social sciences. But Descartes already had reminded us that “comparaison n’est pas raison”, which means that comparison is not reason (or theory) by itself. This course provides an introduction and overview of systematic comparative analyses in the social sciences and shows how to employ this method for constructive explanation and theory building.
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Course by
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10 hours
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English
Cognitive and Experiential Diversity
"Cognitive and Experiential Diversity" is the second course in the specialization titled "The Journey to Diversity, Inclusion, and Belonging." This course takes a novel approach to understanding diversity by exploring the nature of cognitive and experiential diversity. Understanding these "invisible" forms of diversity is essential for an organization to thrive, and fostering this diversity among members of an organization will drive innovation and disruption. Join us on this course to expand and challenge your understanding of diversity.
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Course by
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Self Paced
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9 hours
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English
Particle Physics: an Introduction
This course introduces you to subatomic physics, i.e. the physics of nuclei and particles.
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Course by
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Self Paced
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41 hours
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English
Introduction to Deep Learning & Neural Networks with Keras
Looking to start a career in Deep Learning? Look no further. This course will introduce you to the field of deep learning and help you answer many questions that people are asking nowadays, like what is deep learning, and how do deep learning models compare to artificial neural networks?
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Course by
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Self Paced
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8 hours
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English
Get Up and Running with TypeScript
In this 1.5 hour class you will learn about TypeScript and start writing code that compile to JavaScript. You will also debug a small JavaScript webpage using TypeScript. At the end of this class you will have everything you need to start using TypeScript! Required: Basic to Intermediate JavaScript
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Course by
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Self Paced
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3 hours
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English
Dart: Introducing Class Abstraction
This is a self-paced lab that takes place in the Google Cloud console. In this lab you will learn how to work with Classes in Dart. Object oriented programming provides an abstraction of code and Dart is perfectly place…
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Course by
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Self Paced
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English
COVID-19 Contact Tracing
The COVID-19 crisis has created an unprecedented need for contact tracing across the country, requiring thousands of people to learn key skills quickly. The job qualifications for contact tracing positions differ throughout the country and the world, with some new positions open to individuals with a high school diploma or equivalent.
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Course by
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Self Paced
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7 hours
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English