Our Courses

Logistic Regression&application as Classification Algorithm

Logistic Regression&application as Classification Algorithm

In this project, you will learn about Logistic Regression and its application as Classification Algorithm.

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  • 2 hours
  • English
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Create Landscapes in Unity Part 1 - Terrain

Create Landscapes in Unity Part 1 - Terrain

In this one-hour, project-based course, you'll learn how to create and design landscape settings, using the Unity terrain component.

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  • 3 hours
  • English
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Intel Telco Cloud Transformation

Intel Telco Cloud Transformation

Evolving the network infrastructure doesn’t come without complexity and challenges. Addressing the tremendous data growth, supporting multiple clouds, securing networks and increasing automation are just a few. Intel Telco Cloud Transformation offers a broad summary of the key drivers for Network Transformation with convergence of technology advancements supporting the continued growth and changing nature of Data and the Opportunities for exciting new Services and Solutions in the Telco Cloud Network.

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  • 20 hours
  • English
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Science Matters: Let's Talk About COVID-19

Science Matters: Let's Talk About COVID-19

Welcome to ‘Science Matters: Let's Talk about COVID-19’, from the Jameel Institute at Imperial College London.

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  • 17 hours
  • English
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Introduction to Text Classification in R with quanteda

Introduction to Text Classification in R with quanteda

In this guided project you will learn how to import textual data stored in raw text files into R, turn these files into a corpus (a collection of textual documents), reshape them into paragraphs from documents and tokenize the text all using the R software package quanteda.

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  • 2 hours
  • English
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Understanding Violence

Understanding Violence

We are so pleased to have you join us as we investigate this crucial topic.
Violence is a leading cause of death, disability and health care use worldwide. Violence is a complex problem and can only be understood and reduced though a multidisciplinary approach.
This course introduces you to experts who study different forms of violence and we will discuss the various causes of violence. You will also learn about efforts to reduce violence and engage in a day of compassion.

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  • 15 hours
  • English
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Scalable Machine Learning on Big Data using Apache Spark

Scalable Machine Learning on Big Data using Apache Spark

This course will empower you with the skills to scale data science and machine learning (ML) tasks on Big Data sets using Apache Spark. Most real world machine learning work involves very large data sets that go beyond the CPU, memory and storage limitations of a single computer.

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  • 7 hours
  • English
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International Organizations for Interpreters

International Organizations for Interpreters

This course is primarily aimed at students of conference interpreting, or people who wish to begin studying conference interpreting. It is based on a long-standing lecture course given by the oldest interpreting school in the world, the Faculty of Translation and Interpreting at the University of Geneva.

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  • 17 hours
  • English
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Securing Azure SQL Database

Securing Azure SQL Database

In this project you will create a virtual network in Azure and utilize it to limit network access to your Azure SQL Database.

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  • 2 hours
  • English
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Exploring and Analyzing Fifa's Datasets Using Python

Exploring and Analyzing Fifa's Datasets Using Python

In this 1-hour long project-based course, you will learn how to load a dataset into a pandas dataframe, you will learn how to tidy a messy dataset (Data Tidying), you will get to also visualize the dataset using Matplotlib and seaborn, you will learn how to engineer new features, you will also get to learn how to merge datasets (Data Integration) By the end of this project, you will be able to fully analyze a FIFA dataset using python's Pandas library.

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  • 2 hours
  • English
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Big Data Analytical Platform on Alibaba Cloud

Big Data Analytical Platform on Alibaba Cloud

Course Description
Building an Analytical Platform on Alibaba Cloud can empower how you take in, analyze, and demonstrate clear metrics from a set of Big Data. This course is designed to teach engineers how to use Alibaba Cloud Big Data products. It covers basic distributed system theory and Alibaba Cloud's core products like MaxCompute, DataWorks, E-MapReduce as well as a bundle of ecosystem tools.
To earn an official Alibaba Cloud certificate please join the Cloud Native courses on the Academy's website:

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  • 8 hours
  • English
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Qualitative Data Collection Methods

Qualitative Data Collection Methods

This course presents a detailed overview of qualitative methods of data collection, including observation, interviews, and focus group discussions. We will start with an in-depth overview of each method, explore how to plan for data collection, including developing data collection guides, and discuss techniques for managing data collection. For observation, we’ll focus on approaches with low levels of interaction with people and the environment (e.g. non-participant observation). We’ll talk about note-taking strategies, the use of observation guides, and approaches to writing up fieldnotes.

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  • 14 hours
  • English
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Investigating Epidemics like COVID-19: An Analyst's Guide

Investigating Epidemics like COVID-19: An Analyst's Guide

Do you want to learn how to detect, identify the cause, and decrease the morbidity and mortality from outbreaks or pandemics like COVID-19? Are you considering a career in public health practice, but aren’t sure how health departments collect and use outbreak data?
Are you working in public health, but interested in moving into analytical and/or technical roles or curious how health departments investigate outbreaks? If so, this course is for you.

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  • 13 hours
  • English
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Communicate Effectively about Ethical Challenges in Data-Driven Technologies

Communicate Effectively about Ethical Challenges in Data-Driven Technologies

Leading a data-driven organization necessitates effective communication to create a culture of ethical practice. Communication to stakeholders will guide an organization's strategy and potentially impact the future of work for that organization or entity. It is not enough to talk about ethical practices, you need to to relate their value to stakeholders. Building out strategies that are inclusive and relatable can build public trust and loyalty, and knowing how to plan for a crisis will reduce the harm to such trust and loyalty.

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  • 14 hours
  • English
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Intermediate PostgreSQL

Intermediate PostgreSQL

This course covers a wide range of SQL techniques, beyond basic CRUD (Create, Read, Update, and Delete) operations in PostgreSQL. You will learn the specifics of aggregation, transactions, reading and parsing CSV files and inserting data into a database. You’ll also take a look at how PostgreSQL handles and indexes text data.
Specifically, students will do assignments that alter table schemas, create stored procedures, construct advanced queries, explore sorting and grouping query data, and techniques for working with text in databases including regular expressions.

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  • 16 hours
  • English
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Foundations of Teaching for Learning Capstone: The Reflective Practitioner

Foundations of Teaching for Learning Capstone: The Reflective Practitioner

This course is open to learners who have completed all eight courses on the Foundations of Teaching for Learning MOOC. It revisits topics covered and focuses on what it really means to be a reflective practitioner. One of the great paradoxes of learning is that the more you know the more you become aware of what you don’t know... and the more you want to know! This course offers an opportunity to further deepen and broaden your professional expertise.

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  • 9 hours
  • English
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The Java Language

The Java Language

This is the second course in the Java as a Second Language Specialization. In this course, we'll take a look at Java data types, discuss what primitive data types are, and explain data classes. We'll also explore characters and strings and you'll add a new class in the lab. Next, we'll take a look at Java Control Structures. We'll explain IF statements, Loops, and arrays, and will discuss Switch Statements and the Java Programming Environment.

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  • 7 hours
  • English
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Design User Interface (UI) Flow to Improve UX in Miro

Design User Interface (UI) Flow to Improve UX in Miro

By the end of this project, you will be able to apply design principles and customer-centric thinking to visualize User Interface (UI) flow with the goal of improving the User Experience (UX).

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  • 3 hours
  • English
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AI, Empathy & Ethics

AI, Empathy & Ethics

This nontechnical course provides an overview of artificial intelligence advancements and the ethical challenges we now face as we navigate the development, implementation, and ubiquitous global use of AI.

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  • 4 hours
  • English
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Basics of Statutory Compliance and Taxation

Basics of Statutory Compliance and Taxation

This course is for those interested in starting a career in bookkeeping. The course builds on the knowledge and skills covered in the first two courses in this professional certificate to dive deeper into concepts related to taxation. You will apply those concepts in scenarios using the TallyPrime software.The course includes several real-life business scenarios, charts, images, observations, solved illustrations, and practice scenarios on TallyPrime.

By the end of the course, you will be able to:
- Apply the concept of goods and services tax (GST)

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  • 46 hours
  • English
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AWS Cloudfront: Serve content from multiple S3 buckets

AWS Cloudfront: Serve content from multiple S3 buckets

In this 2-hour long project-based course, you will learn how to serve content from multiple S3 buckets using AWS CloudFront from the AWS console Amazon CloudFront is a fast content delivery network (CDN) service that securely delivers data, videos, applications, and APIs to customers globally with low latency, high transfer speeds, all within a developer-friendly environment.

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  • 3 hours
  • English
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Create UI in Unity Part 4 - Make UI Fit Any Aspect Ratio

Create UI in Unity Part 4 - Make UI Fit Any Aspect Ratio

In this one-hour, project-based course, you will learn how to use Unity's User Interface (UI) Toolkit's Auto Layout System to make the UI elements of your game present correctly on screens of any aspect ratio.

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  • 3 hours
  • English
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Health Impacts of Chemicals in Consumer Products

Health Impacts of Chemicals in Consumer Products

This course focuses on assessing health impacts of chemicals in products and of fine particulate emitted along the product life cycle. We first develop the assessment framework to assess exposure and health impacts of chemicals in products. We then detail the application of mass-balance approaches to the case of parabens in personal care products.

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  • 17 hours
  • English
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Introduction to Generative AI - Português Brasileiro

Introduction to Generative AI - Português Brasileiro

Este é um curso de microaprendizagem introdutório que busca explicar a IA generativa: o que é, como é usada e por que ela é diferente de métodos tradicionais de machine learning. O curso também aborda as ferramentas do Google que ajudam você a desenvolver apps de IA generativa.

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  • English
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Create eye-catching logos using Canva for an ebrand

Create eye-catching logos using Canva for an ebrand

This Guided Project “Create eye-catching logos using Canva for an ebrand” is a 2-hour long project-based course where you will learn about logos and the design process of creating one according to the specifications in a project brief. You will apply the knowledge to develop different types of logos from scratch by keeping one business theme in mind of your choice or work on the ideas provided to help you get started. You will be presented with the opportunity to identify the design that aligns the best with the brand in question and prepare them for publishing .

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  • 3 hours
  • English
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