Vertical Institute

Learn how to use industry tools: Excel, SQL and Tableau to analyze large real-world data sets and create data dashboards and visualizations to share your findings. Join the data conversation and see how data analytics drives decision-making across industries.

By the end of the course you will be able to:

• Use Excel, SQL, and Tableau to collect, clean, and analyze large data sets.

• Present data-driven insights to key stakeholders using data visualization and dashboards.

• Implement comtemporary techniques, dynamic visual displays with illustrative and interactive graphics to present patterns, trends, analytical insights from data.

3-day / 21 hour duration

You will learn to use Python to help you acquire, clean, transform and model your data. A significant portion of the course will be a hands-on approach to the fundamental data analysis techniques and machine learning algorithms that enable you to build robust predictive models of real-world data and test their validity. You will also practice communicating your results and insights.

Upon successful completion of the course, students will be able to:

- Acquire knowledge about fundamental programming concepts and the Python programming language
- Code comfortably in Python and understand control flow and conditional programming
- Ingesting data from various files to a pandas dataframe
- Manipulate data using pandas operations and methods
- Perform exploratory data analysis with python and pandas dataframe and series
- Understand which data visualization to use to effectively present data
- Build and refine machine learning models to predict patterns from data sets
- Communicate data driven insights to a technical and non-technical audience alike.
- Tune data parameters for advanced model evaluation

3-day / 21 hour duration

In this bootcamp, you will learn about knowledge architecture, user psychology, design principles and wireframing so that they can design user interfaces and create great user experiences for a variety of digital products, or embark on a career in the UX/UI field. You will also learn to summarize and demonstrate all stages of the UX/UI development process, from user research to defining a project’s strategy, scope, and information architecture, to developing sitemaps and wireframes. Along the journey, you will also learn hands-on design tools such as Figma and Miro, and apply them to create effective and compelling screen-based experiences for websites or apps.

Upon successful completion of the course, students will be able to:

- Understand the basics of UX and to understand UX in everyday practice analogy. How UX is applied today in companies
- Have a basic understanding of Information Architecture and how it helps people to complete tasks, find what they are looking for and understand them
- Grasp the concept of User Research and the method types to use to get accurate data. Get to know some tools to start to get your research done
- Understand how a User Behaves and what drives behavior and to get users engaged to evoke emotions through UX design
- Identify what are the best practices in UI Design and create simple User Interfaces with these principles
- Use Figma as a UI Design and Prototyping tool that is used in the industry to create wireframes and prototype
- Produce UX design and documentation as a Design Project, which entails persona creation, wireframing, and working prototypes of an app of a student's chosen topic
- Understand the ins and outs of creating a usability testing to further understand user behaviors and what drives them when using products