Our Courses

Software Engineering: Modeling Software Systems using UML

Software Engineering: Modeling Software Systems using UML

Software Development Life Cycle (SDLC) is the process of developing software through planning, requirement analysis, design, implementation, testing, and maintenance. This course focuses on the requirement analysis phase of SDLC, and you will learn how to use UML models to capture the system requirements and to facilitate communication between client/users and developers. UML is a general purpose visual modeling language for systems. It can be used to highlight different aspects of the system that are of interest to different stakeholders.

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  • 28 hours
  • English
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Save, Load and Export Models with Keras

Save, Load and Export Models with Keras

In this 1 hour long project based course, you will learn to save, load and restore models with Keras.

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  • 1 hour
  • English
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Control Flow in RPA

Control Flow in RPA

The Control Flow in RPA course provides a deep understanding of the automation flow. Control Flow is a concept that refers to the order in which actions are executed and "control" flows in an automation project with the help of sequences, decision making, loops, and flowcharts. This course also focuses on the error handling mechanism which is vital for an automation project.
The course has multiple practice exercises which will help in strengthening your knowledge and understanding of workflows in Studio.

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  • 10 hours
  • English
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Interactive Statistical Data Visualization 101

Interactive Statistical Data Visualization 101

In this guided project, we will explore plotly express to visualize statistical plots such as box plots, histograms, heatmaps, density maps, contour plots, and violin plots.

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  • 3 hours
  • English
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Coexistence in Medieval Spain: Jews, Christians, and Muslims

Coexistence in Medieval Spain: Jews, Christians, and Muslims

This course explores Jewish, Christian, and Muslim intercultural relations in Iberia from the Visigothic era (6th century CE) until the creation of Queen Isabel I and King Ferdinand II Catholic Spain (late 15th century). We evaluate the many identities of the peninsula known as Christian Hispania, Jewish Sefarad, and Islamic al-Andalus. We trace the origins and trajectory of conflict between these communities (the Muslim conquest of Spain, Christian Reconquista, prohibitions blocking intermixing of peoples, and expulsions).

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  • 27 hours
  • English
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Biosphere 2 Science for the Future of Our Planet

Biosphere 2 Science for the Future of Our Planet

Are you ready to take an incredible journey around Planet Earth and beyond? In this course, you will delve into a world of innovative science and learn from a team of Biosphere 2 and University of Arizona researchers. From plants and soils, to oceans and rainforests, the Moon, Mars, and more, this course is an exciting opportunity for anyone interested in science and Earth stewardship.

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  • 29 hours
  • English
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Containerize a full-stack NodeJS application in Docker

Containerize a full-stack NodeJS application in Docker

In this 1-hour long project-based course on Intermediate Docker: Containerize a full-stack NodeJS application in Docker and deploy to remote server, you will get to use Docker to stitch together a real full stack NodeJS application in a multi-container architecture.

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  • 3 hours
  • English
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Systems Science and Obesity

Systems Science and Obesity

Systems science has been instrumental in breaking new scientific ground in diverse fields such as meteorology, engineering and decision analysis. However, it is just beginning to impact public health. This seminar is…

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  • English
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Big data and Language 1

Big data and Language 1

In this course, students will understand characteristics of language through big data. Students will learn how to collect and analyze big data, and find linguistic features from the data. A number of approaches to the linguistic analysis of written and spoken texts will be discussed.
The class will consist of lecture videos which are approximately 1 hour and a quiz for each week. There will be a final project which requires students to conduct research on text data and language.

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  • 5 hours
  • English
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Global Public Procurement

Global Public Procurement

Students will learn the key principles of public procurement with public entities, including national international organizations. This course also illustrates practical examples and models on understanding the processes and procedurals of public procurement. Through the course, students will learn practical information such as registering as vendors and finding and bidding for opportunities.
Week 1 : Global Public Procurement Introduction
Week 2 : WTO, GPA, FTA, and Procurement Regulations
Week 3 : U.S. Government Procurement Market & Regulations

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  • 10 hours
  • English
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Introduction to Bash Shell Scripting

Introduction to Bash Shell Scripting

This course will help those new to shells and shell scripting to build a foundation with the Bash shell.

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  • 3 hours
  • English
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Dialogflow CX: Enable IVR Features for your Voice Agent

Dialogflow CX: Enable IVR Features for your Voice Agent

This is a self-paced lab that takes place in the Google Cloud console. Build a conversational agent that include IVR features that Dialogflow CX provides.

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  • 2 hours
  • English
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Advanced Topics in Derivative Pricing

Advanced Topics in Derivative Pricing

This course discusses topics in derivative pricing. The first module is designed to understand the Black-Scholes model and utilize it to derive Greeks, which measures the sensitivity of option value to variables such as underlying asset price, volatility, and time to maturity. Greeks are important in risk management and hedging and often used to measure portfolio value change. Then we will analyze risk management of derivatives portfolios from two perspectives—Greeks approach and scenario analysis.

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  • 16 hours
  • English
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Creating Behavioral Change

Creating Behavioral Change

In this course you will learn about understanding and changing mental and physical health behavior. We will examine both the historical context and the current science. Major topics will include fundamental behavioral principles and basic elements of empirically supported individual treatments (e.g., motivational interviewing, cognitive behavioral therapies). Lectures and examples will illustrate both the theory and the practice of evidence-based approaches to behavior change. You will engage in a course-long behavior change experiment as well as brief quizzes.

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  • 10 hours
  • English
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Data Visualization using Plotly

Data Visualization using Plotly

Welcome to this 1 hour long guided project on Data Visualization using Plotly.

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  • 1 hour
  • English
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A simple course rater with JavaFX choice box and text area

A simple course rater with JavaFX choice box and text area

In this project, you will create a simple GUI application in jGrasp using the JavaFX framework.

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  • 3 hours
  • English
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C++ Superpowers and More

C++ Superpowers and More

Explore the C and C++ languages. Look at the specificity of the C/C++ languages and how this impacts security, ways C/C++ can interact with the external world, error handling, the execution environment and much more.

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  • 3 hours
  • English
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Scrum Master Certification: Scaling Agile and the Team-of-Teams

Scrum Master Certification: Scaling Agile and the Team-of-Teams

Prior to starting this course, we recommend that you complete the first two courses in this specialization: Introduction to Scrum Master Training and Scrum Methodology.
This is the third course in the Certified Scrum Master specialization: Scaling Agile and the Team-of-Teams.

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  • 6 hours
  • English
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Machine Learning - Anomaly Detection via PyCaret

Machine Learning - Anomaly Detection via PyCaret

In this 2 hour long project-based course you will learn how to perform anomaly detection, its importance in machine learning, set up PyCaret anomaly detection, create, visualize & compare anomaly detection algorithms all this with just a few lines of code.

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  • 3 hours
  • English
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Project Scheduling: Estimate Activity Durations

Project Scheduling: Estimate Activity Durations

In this guided project you will learn how estimate the durations of your project activities.

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  • 4 hours
  • English
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Foundations of Teaching for Learning: Introduction

Foundations of Teaching for Learning: Introduction

The Foundations of Teaching for Learning programme is for anyone who is teaching, or who would like to teach, in any subject and any context - be it at school, at home or in the workplace. With dynamic lessons taught by established and respected professionals from across the Commonwealth, this eight course programme will see you develop and strengthen your skills in teaching, professionalism, assessment, and more. As you carry on through the programme, you will find yourself strengthening not only your skills, but your connection with colleagues across the globe.

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  • 8 hours
  • English
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Exam Prep CKA: Certified Kubernetes Administrator

Exam Prep CKA: Certified Kubernetes Administrator

Kubernetes (K8s) is an open-source system for deploying, scaling, automating, and managing containerized applications. This automation helps in improving productivity, efficiency, and reduction of operational downtime for enterprises. As a result, you can gain better career opportunities with skills in managing large and complex applications.
This training course helps you develop your skills and knowledge in Kubernetes. In addition, you can also explore basic to advanced concepts of Kubernetes such as Pods, Nodes, Schedulers, Replication Controller & Replica Sets, etc.

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  • 19 hours
  • English
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Create a Company Vision and Mission Statement with Canva

Create a Company Vision and Mission Statement with Canva

By the end of this project, you will learn how to create a company vision and mission statement from scratch using the free version of Canva.

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  • 3 hours
  • English
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Four Rare Machine Learning Skills All Data Scientists Need

Four Rare Machine Learning Skills All Data Scientists Need

This course covers the most neglected yet critical skills in machine learning, four vital techniques that are very rarely covered – most courses and books omit them entirely.
1) UPLIFT MODELING (AKA PERSUASION MODELING): When you're modeling, are you even predicting the right thing?
2) THE ACCURACY FALLACY: When evaluating how well a model works, are you even reporting on the right thing?
3) P-HACKING: Are your simplest discoveries from data even real?
4) THE PARADOX OF ENSEMBLE MODELS: Do you understand how they work, even though they seem to defy Occam's Razor?

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  • 6 hours
  • English
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Social Determinants of Health: Methodological Opportunities

Social Determinants of Health: Methodological Opportunities

This fourth of five courses examines the methodological approaches and research tools that inform our understanding of best practices in working with science teams, communities, and with data. The topics of this course include:
1. Community-Based Participatory Research
2. Team Science
3. Community-Level Data
4. Informatics and the Social Determinants of Health: Knowledge Management
5. Data Applications: ANOVA Analysis and Line Graph Visualization

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  • 18 hours
  • English
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