Effecting Digital Transformation with Data Analytics Projects from edX

Champions of digital transformation have many data technologies to choose from:

Artificial intelligence
Machine learning
Cloud computing
Digitization
Predictive analytics
Internet of Things
Deep learning

As a business leader, you may be asking yourself, what’s next? R? Python? Graph Databases? The latest data analytics technology that was launched last week?

How do you craft an effective digital strategy from these technologies? How do you build the data transformation roadmap to give your organization a competitive advantage? How will you digitally transform your organization to give the best customer experience?

In this course, we will explore three case studies to learn the practical tools and methods used to build a digital organization. The first course gave you the theory of the dynamic capabilities, fitness landscapes, and strategic foresight framework to transform an organization. Now, we will put those theories to use in three types of organizations.

The first organizational type is a new startup. You will learn how to build a digital organization from the ground up using the lean startup methodology.

The second organizational type is an established organization. This type of organization has developed processes and deep-rooted culture. The challenge is to help the organization digitally transform while retaining the best aspects of the organization.

The third organizational type is the organization that turns to digital transformation to help save it. This may be the most challenging digital transformation effort because you need to regain customer trust under a tight deadline while your competitors are eager to capture your customers.

For all three digital transformations, we will use Disciplined Agile Delivery to plan and execute the organizational change programs. "Disciplined Agile Delivery (DAD) is a people-first, learning-oriented hybrid agile approach to IT solution delivery. It has a risk-value delivery lifecycle, is goal-driven, is enterprise aware, and is scalable." DAD is ideal for digital transformation projects.

What's inside

Learning objectives

Using the disciplined agile delivery framework to manage data analytics projects
Case study: the new start-up: building a digital organization from the ground-up
Case study: the established organization: transforming existing business processes into digital processes

Case study: the threatened organization: using data analytics projects to rescue an organization through digital transformation.
Managing a portfolio of data analytics projects

Using the disciplined agile delivery framework to manage data analytics projects
Case study: the new start-up: building a digital organization from the ground-up
Case study: the established organization: transforming existing business processes into digital processes
Case study: the threatened organization: using data analytics projects to rescue an organization through digital transformation.
Managing a portfolio of data analytics projects

Syllabus

Week One - Disciplined Agile Delivery

Module One - What is Disciplined Agile Delivery?

Module Two - The Disciplined Agile Principles, Promises, and Guidelines

Module Three - The Disciplined Agile Tool Kit

Module Four - The Disciplined Agile Lifecycles

Module Five - The Disciplined Agile Team

Week Two - Case Study: The New Start-Up

Module One - Introducing the Case Study

Module Two - Finding Your Organization's Dynamic Capabilities

Module Three - Mapping the Fitness Landscape

Module Four - Building the Organization's Digital Business Model

Module Five - Creating the Portfolio of Data Analytics Projects

Week Three - Case Study: The Established Organization

Week Four - Case Study: The Threatened Organization

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Tailored for business leaders who seek strategic insights into digital transformation and its impact on organizations

Taught by Bill Brantley, who is recognized for his expertise in data analytics and digital transformation

Emphasizes the practical application of digital technologies, with case studies across a variety of organizational contexts

Provides a structured approach to digital transformation using the Disciplined Agile Delivery framework

Focuses on developing a strategic roadmap for digital transformation, including a portfolio of data analytics projects

Reviews summary

Outstanding digital transformation course

Learners overwhelmingly say that this course is excellent and provides a clear explanation of digital transformation. In particular, students highly recommend the lessons on the Disciplined Agile Framework and the related projects.

Explanations are easy to understand.

"This course explains clearly about the need for the different data analytics projects."

Projects are highly recommended by learners.

"The application of the Disciplined Agile Framework to create the digital capabilities is excellent."

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Effecting Digital Transformation with Data Analytics Projects with these activities:

Join a study group for data analytics

Show steps

Encourages collaboration, discussion, and support among peers.

Show steps

Find or form a study group with other students or professionals in the field.
Schedule regular meetings to discuss course materials, case studies, and projects.
Work together on assignments or group projects to enhance teamwork.

Volunteer for data analytics projects

Show steps

Offers practical experience and the opportunity to make a contribution to society.

Browse courses on Volunteering

Show steps

Identify organizations or non-profits that are seeking volunteers with data analytics skills.
Contact the organization and inquire about volunteer opportunities.
Assist with data collection, analysis, or visualization projects.

Attend industry conferences and meetups

Show steps

Provides opportunities to connect with professionals and learn about industry trends.

Browse courses on Networking

Show steps

Research upcoming industry conferences and meetups related to data analytics.
Register for events and prepare to engage with other attendees.
Attend sessions, ask questions, and exchange contact information.

Six other activities

Expand to see all activities and additional details

Show all nine activities

Solve data analytics coding challenges

Show steps

Helps develop problem-solving skills and coding proficiency in data analytics.

Browse courses on Data Analytics

Show steps

Sign up for a coding challenge platform like LeetCode or HackerRank.
Start with easy challenges and gradually increase the difficulty.
Join a study group or online forum to discuss solutions.

Study Big Data: Principles and Best Practices of Scalable Realtime Data Systems

Show steps

Provides a comprehensive overview of big data principles and best practices.

View Big Data: Principles and best practices of... on Amazon

Show steps

Read Chapters 1-3 to understand the fundamentals of big data.
Complete the exercises in Chapter 4 to practice working with big data tools.
Attend a workshop on big data to reinforce your understanding.

Follow tutorials on advanced data analytics techniques

Show steps

Provides structured guidance on implementing advanced data analytics techniques.

Browse courses on Data Analytics

Show steps

Identify a topic you want to learn more about, such as machine learning or deep learning.
Find a reputable online course or tutorial series on the topic.
Follow the tutorials step-by-step and complete the exercises.

Participate in data analytics workshops

Show steps

Provides immersive and interactive learning experiences on specific data analytics topics.

Browse courses on Data Analytics

Show steps

Identify workshops that align with your learning goals and skill level.
Register for workshops and prepare by reviewing the materials.
Actively participate in hands-on exercises and discussions.

Build a data analytics dashboard

Show steps

Provides hands-on experience with designing and building a data analytics dashboard.

Browse courses on Data Analytics

Show steps

Identify the key metrics and data sources for your dashboard.
Select a data visualization tool and create charts and graphs.
Design the layout of your dashboard and export it for sharing.

Participate in data analytics competitions

Show steps

Provides a challenging and rewarding way to test skills and gain recognition.

Browse courses on Data Analytics

Show steps

Identify data analytics competitions or hackathons that align with your interests.
Form a team or work individually to solve a problem or develop a solution.
Present your findings to a panel of judges or submit a written report.

Career center

Learners who complete Effecting Digital Transformation with Data Analytics Projects will develop knowledge and skills that may be useful to these careers:

Data Scientist

Data Scientists use data to build models and make predictions. They work with large datasets to identify patterns and trends. This course can help you develop the skills needed to become a Data Scientist, including machine learning, data mining, and statistical modeling.

See salaries and explore the career path for Data Scientist

Data Analyst

Data Analysts use data to solve business problems. They collect, clean, and analyze data to identify trends and patterns. This course can help you develop the skills needed to become a Data Analyst, including data analysis, data visualization, and machine learning.

See salaries and explore the career path for Data Analyst

Machine Learning Engineer

Machine Learning Engineers develop and deploy machine learning models. They work with data scientists to identify the right models to use and then build and deploy those models. This course can help you develop the skills needed to become a Machine Learning Engineer, including machine learning, data engineering, and cloud computing.

See salaries and explore the career path for Machine Learning Engineer

Business Analyst

Business Analysts help businesses understand their data and make better decisions. They work with stakeholders to identify business needs and then develop solutions to meet those needs. This course can help you develop the skills needed to become a Business Analyst, including data analysis, business process modeling, and stakeholder management.

See salaries and explore the career path for Business Analyst

IT Consultant

IT Consultants help businesses with their IT needs. They work with businesses to identify their IT challenges and then develop and implement solutions to meet those challenges. This course can help you develop the skills needed to become an IT Consultant, including business analysis, IT strategy, and project management.

See salaries and explore the career path for IT Consultant

Web Developer

Web Developers design and develop websites. They work with businesses to identify their website needs and then develop and implement solutions to meet those needs. This course can help you develop the skills needed to become a Web Developer, including web development, HTML, and CSS.

See salaries and explore the career path for Web Developer

Product Manager

Product Managers are responsible for the development and launch of new products. They work with engineers, designers, and marketers to bring products to market. This course can help you develop the skills needed to become a Product Manager, including product strategy, market research, and customer development.

See salaries and explore the career path for Product Manager

Data Engineer

Data Engineers build and maintain data pipelines. They work with businesses to identify their data needs and then develop and implement solutions to meet those needs. This course can help you develop the skills needed to become a Data Engineer, including data engineering, Hadoop, and Spark.

See salaries and explore the career path for Data Engineer

DevOps Engineer

DevOps Engineers work to bridge the gap between development and operations teams. They work to ensure that software is developed and deployed quickly and efficiently. This course can help you develop the skills needed to become a DevOps Engineer, including DevOps, Agile, and continuous integration.

See salaries and explore the career path for DevOps Engineer

Cloud Engineer

Cloud Engineers design and build cloud-based systems. They work with businesses to identify their cloud needs and then develop and implement solutions to meet those needs. This course can help you develop the skills needed to become a Cloud Engineer, including cloud computing, AWS, and Azure.

See salaries and explore the career path for Cloud Engineer

Project Manager

Project Managers are responsible for planning and executing projects. They work with stakeholders to define project goals and then develop and implement plans to achieve those goals. This course can help you develop the skills needed to become a Project Manager, including project planning, risk management, and stakeholder management.

See salaries and explore the career path for Project Manager

Salesforce Developer

Salesforce Developers develop and customize Salesforce applications. They work with businesses to identify their needs and then develop and implement solutions to meet those needs. This course can help you develop the skills needed to become a Salesforce Developer, including Salesforce development, Apex, and Visualforce.

See salaries and explore the career path for Salesforce Developer

Data Architect

Data Architects design and build data systems. They work with businesses to identify their data needs and then develop and implement solutions to meet those needs. This course can help you develop the skills needed to become a Data Architect, including data modeling, data warehousing, and big data.

See salaries and explore the career path for Data Architect

Software Engineer

Software Engineers design, develop, and maintain software applications. They work with businesses to identify their software needs and then develop and implement solutions to meet those needs. This course can help you develop the skills needed to become a Software Engineer, including software development, programming languages, and software testing.

See salaries and explore the career path for Software Engineer

Database Administrator

Database Administrators manage and maintain databases. They work with businesses to ensure that their databases are running smoothly and that their data is secure. This course can help you develop the skills needed to become a Database Administrator, including database management, SQL, and data security.

See salaries and explore the career path for Database Administrator