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Fine-tuning Convolutional Networks to Classify Dog Breeds

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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  • 3 hours
  • English
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IBM Data Privacy for Information Architecture

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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  • 10 hours
  • English
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Building on the SIR Model

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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  • 20 hours
  • English
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Access Bioinformatics Databases with Biopython

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.

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  • 2 hours
  • English
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Cloud Monitoring: Qwik Start

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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  • 1 hour
  • English
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Tables and Forms in HTML

Tables and Forms in HTML

In this project, you will write the HTML code to incorporate tables and forms into a web page.

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  • 3 hours
  • English
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Analyzing and Visualizing Data in Looker

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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  • 5 hours
  • English
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Take your Ebook Design to the Next Level with Canva

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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  • 3 hours
  • English
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HTML and CSS: Building a Single-Page Website

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.

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  • 3 hours
  • English
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Java Decision Programming

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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  • 2 hours
  • English
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Moral Foundations of Politics

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. In each case, we begin with a look at classical formulations, locating them in historical context, but then shift to the contemporary debates as they relate to politics today.

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  • 45 hours
  • English
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Machine Learning with PySpark: Data Analysis using SQL

Machine Learning with PySpark: Data Analysis using SQL

This Guided Project is for beginning Python Developers.

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  • 3 hours
  • English
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SQL Date Time Functions

SQL Date Time Functions

Welcome to this project-based course, SQL Date Time Functions.

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  • 3 hours
  • English
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Managing Up

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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  • 5 hours
  • English
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Introduction to Enterprise Resiliency

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

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  • 6 hours
  • English
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How to Set Up a Facebook Group

How to Set Up a Facebook Group

By the end of this project, learners will know how to set up a Facebook group.

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  • 3 hours
  • English
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Build Data Analysis and Transformation Skills in R using DPLYR

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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  • 2 hours
  • English
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Python for Finance: Beta and Capital Asset Pricing Model

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).

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  • 2 hours
  • English
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The Persuasive Leader

The Persuasive Leader

This aims primarily at post-baccalaureate students interested in leadership theory.

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  • 40 hours
  • English
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Networking in Google Cloud: Hybrid Connectivity and Network Management

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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  • 7 hours
  • English
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Healthcare Analytics Essentials

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.

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  • 13 hours
  • English
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Innovating with Data and Google Cloud

Innovating with Data and Google Cloud

Cloud technology on its own only provides a fraction of the true value to a business; When combined with data–lots and lots of it–it has the power to truly unlock value and create new experiences for customers.
In this course, you'll learn what data is, historical ways companies have used it to make decisions, and why it is so critical for machine learning. This course also introduces learners to technical concepts such as structured and unstructured data. database, data warehouse, and data lakes. It then covers the most common and fastest growing Google Cloud products around data.

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  • 3 hours
  • English
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Agile Leadership Capstone

Agile Leadership Capstone

This capstone project course takes you through a guided journey of putting together a comprehensive agile transformation packet. To create this packet, you will be creatively applying the concepts and tools we have covered in the first four courses of this Specialization.

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  • 6 hours
  • English
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Foundations of International Psychiatry

Foundations of International Psychiatry

What are some of the skills required when interviewing patients? What information is required when taking a patient history or
completing a mental state examination? These are just some of the questions you'll seek answers to as you work through the course material.
Mental health is an important public issue across the world, and the role of the psychiatrist is crucial in helping to address these.

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  • 12 hours
  • English
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Create Digital Marketing Visualizations in Python

Create Digital Marketing Visualizations in Python

Visualizing data is an in-demand skill in many areas of business but particularly in digital marketing.

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  • 4 hours
  • English
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