Generative AI for Business Leaders
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How Google does Machine Learning
Our Courses
Applying Data Analytics in Marketing
This course introduces students to marketing analytics through a wide range of analytical tools and approaches. We will discuss causal analysis, survey analysis using regression, textual analysis (sentiment analysis), and network analysis. This course aims to provide the foundation required to make better marketing decisions by analyzing multiple types of data related to customer satisfaction.
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Course by
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Self Paced
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15 hours
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English
Principles of fMRI 2
Functional Magnetic Resonance Imaging (fMRI) is the most widely used technique for investigating the living, functioning human brain as people perform tasks and experience mental states. It is a convergence point for multidisciplinary work from many disciplines. Psychologists, statisticians, physicists, computer scientists, neuroscientists, medical researchers, behavioral scientists, engineers, public health researchers, biologists, and others are coming together to advance our understanding of the human mind and brain.
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Course by
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Self Paced
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9 hours
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English
Build and Implement Microservices Patterns
Do you think an e-commerce application can be created as one large application? Imagine there is an ongoing sale, or some new features are to be added. How, according to you are the changes made visible on the application? Microservices is a cloud-based architectural approach. It contains loosely coupled, and independently deployable smaller services that are put together cohesively to develop and work on larger, and more complex applications.
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Course by
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Self Paced
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12 hours
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English
Algebra and Differential Calculus for Data Science
Are you interested in Data Science but lack the math background for it? Has math always been a tough subject that you tend to avoid? This course will teach you the most fundamental Calculus concepts that you will need for a career in Data Science without a ton of unnecessary proofs and techniques that you may never use. Consider this an expressway to Data Science with approachable methods and friendly concepts that will guide you to truly understanding the most important ideas in Differential Calculus.
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Course by
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Self Paced
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8 hours
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English
Create an Affinity Diagram in Miro
By the end of this project, you will be able to efficiently tackle large and complex problems by analyzing them through affinity diagrams.
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Course by
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Self Paced
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4 hours
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English
Fine-tuning Convolutional Networks to Classify Dog Breeds
In this 2 hour-long project, you will learn how to approach an image classification task using TensorFlow.
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Course by
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Self Paced
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3 hours
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English
IBM Data Privacy for Information Architecture
Data privacy controls how information is collected, used, shared, and disposed of, in accordance with policies or external laws and regulations. In this course, students will gain an understanding of what data privacy is along with how to identify and understand typical data protection and privatization objectives that an enterprise may have, and how to choose a data protection approach. The student will gain a background in multiple data privacy mechanisms and practices, and learn how to grow their data protection toolkit. The IBM DataFirst method will be the backbone of the discussion.
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Course by
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Self Paced
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10 hours
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English
Building on the SIR Model
The other two courses in this specialisation require you to perform deterministic modelling - in other words, the epidemic outcome is predictable as all parameters are fully known. However, this course delves into the many cases – especially in the early stages of an epidemic – where chance events can be influential in the future of an epidemic. So, you'll be introduced to some examples of such ‘stochasticity’, as well as simple approaches to modelling these epidemics using R.
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Course by
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Self Paced
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20 hours
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English
Access Bioinformatics Databases with Biopython
In this 1-hour long project-based course, you will learn how to access, parse, and visualize data from various bioinformatics sequence and structural online databases such as ENTREZ, PDB, KEGG and NCBI using Biopython. You will also interact with various bioinformatics file formats such as FASTA, PDB, GENBANK and XML along with various parsers to read and modify these files using Biopython. 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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2 hours
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English
Cloud Monitoring: Qwik Start
This is a self-paced lab that takes place in the Google Cloud console. This lab shows you how to monitor a Google Compute Engine virtual machine (VM) instance with Cloud Monitoring. Watch the short videos Monitor Health of All Your Cloud Apps with Google Cloud monitoring and Monitor a VM Instance with Cloud monitoring, GCP Essentials.
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Course by
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Self Paced
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1 hour
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English
Tables and Forms in HTML
In this project, you will write the HTML code to incorporate tables and forms into a web page. You will use a text editor called Notepad++ to write your code, and the Chrome browser to display the resulting web page. HTML tables are used to organize and present data in a tabular format, making it easier to read for the web page visitor. Tables are also used to position items on a web page. Adding a simple form to the web page provides a method of interacting with visitors.
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Course by
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Self Paced
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3 hours
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English
Analyzing and Visualizing Data in Looker
In this course, you learn how to do the kind of data exploration and analysis in Looker that would formerly be done primarily by SQL developers or analysts. Upon completion of this course, you will be able to leverage Looker's modern analytics platform to find and explore relevant content in your organization’s Looker instance, ask questions of your data, create new metrics as needed, and build and share visualizations and dashboards to facilitate data-driven decision making.
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Course by
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Self Paced
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5 hours
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English
Take your Ebook Design to the Next Level with Canva
By the end of this project, you will learn how to design an ebook using the free version of Canva.
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Course by
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Self Paced
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3 hours
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English
HTML and CSS: Building a Single-Page Website
In this 1-hour long project-based course, you will learn how to create a single page website for an imaginary travel agent using HTML and CSS. HTML and CSS are the core for building any website or web application and are indispensable knowledge for any web developer. HTML enables the creation of the web pages layout and structures while CSS enriches the HTML pages by adding the style and feel to them.
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Course by
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Self Paced
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3 hours
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English
Java Decision Programming
In Java, as in other programming languages, a decision construct is used to control the sequence of instructions that are executed under certain conditions.
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Course by
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Self Paced
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2 hours
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English
Moral Foundations of Politics
When do governments deserve our allegiance, and when should they be denied it? This course explores the main answers that have been given to this question in the modern West. We start with a survey of the major political theories of the Enlightenment: Utilitarianism, Marxism, and the social contract tradition.
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Course by
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Self Paced
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45 hours
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English
SQL Date Time Functions
Welcome to this project-based course, SQL Date Time Functions.
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Course by
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Self Paced
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3 hours
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English
Managing Up
Do you struggle to share feedback with your superiors? Do you need to learn how to develop rapport and credibility with them first? Learn these skills and more from the Managing Up course!
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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 Enterprise Resiliency
Resiliency is the ability to provide the required capability in the face of adversity, without significant impact. This is not something that just happens, but rather must be thoroughly planned for and tested, including: 1. Keeping hardware, the operating system, middleware, and applications up and running throughout planned and unplanned outages 2. Recovering a site from an unplanned event without data loss This course is intended for IT managers, IT architects, system programmers, and system operations professionals.
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Course by
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Self Paced
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6 hours
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English
How to Set Up a Facebook Group
By the end of this project, learners will know how to set up a Facebook group. Facebook has recently launched Groups for Pages, enabling the 70 million+ Pages on Facebook to create their own unique communities and feeds. More than 1 billion people around the world use Groups. And more than 100 million people see Groups as the most important part of their experience on Facebook. 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
Build Data Analysis and Transformation Skills in R using DPLYR
Congratulations you've made it to Part 2 of the DPLYR series! In a moment you will be taken to Rhyme where a Virtual Machine with R, R Studio and DPLYR awaits.
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Course by
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Self Paced
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2 hours
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English
Python for Finance: Beta and Capital Asset Pricing Model
In this project, we will use Python to perform stocks analysis such as calculating stock beta and expected returns using the Capital Asset Pricing Model (CAPM). CAPM is one of the most important models in Finance and it describes the relationship between the expected return and risk of securities. We will analyze the performance of several companies such as Facebook, Netflix, Twitter and AT&T over the past 7 years.
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Course by
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Self Paced
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2 hours
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English
The Persuasive Leader
This aims primarily at post-baccalaureate students interested in leadership theory. The course has four modules. Module 1 introduces students to agile leadership as (a) a logical sequel to adaptive and team leadership, and (b) the foundation of contemporary persuasive leadership. Topics include a working definition of agile leadership, the need for agile leadership, and characteristics of the agile leader. Module 2 answers the question, What is persuasive leadership? Topics include persuasive vs.
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Course by
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Self Paced
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40 hours
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English
Networking in Google Cloud: Hybrid Connectivity and Network Management
This self-paced training course builds on the Networking in Google Cloud: Defining and Implementing Networks course and enhances the study of networking options on Google Cloud. Through recorded lectures, demonstrations, and hands-on labs, you explore and deploy Google Cloud networking technologies, such as common network design patterns, connectivity to Google Cloud VPC networks, and private connection options. The course also covers optimizing network performance and cost by using Network Service Tiers. You will also learn about billing and pricing.
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Course by
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Self Paced
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7 hours
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English
Healthcare Analytics Essentials
This course is best suited for individuals currently in the healthcare sector, as a provider, payer, or administrator. Individuals pursuing a career change to the healthcare sector may also be interested in this course. In this course, you will have an opportunity to examine topics related to data-driven decision making in healthcare. You will be asked to consider both the patient and provider perspective and their contributions to improving the quality of care provided.
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Course by
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Self Paced
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13 hours
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English