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Python Data Visualization & Interactive Dashboards

Transform raw data into compelling visuals and interactive dashboards using Python libraries including Pandas, Plotly, and Dash. Work through real-world projects at your own pace, deploy them online, and build a portfolio that demonstrates your data skills to potential employers.

  • Intermediate
  • 18 and older
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  • Self-Paced Video Training
  • 24 clock hours

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Class Description

Description

Throughout this comprehensive course, you will learn to collect, process, and evaluate real-world data through engaging, practical projects. The curriculum begins with essential Python libraries, NumPy and Pandas, then progresses to data visualization methods, emphasizing compelling visual presentation of data insights. Beyond conventional visualization tools such as Matplotlib and Seaborn, you will explore advanced capabilities with Plotly and Dash Enterprise, sophisticated platforms for creating interactive and responsive dashboards.

As you progress, you will apply your learning to authentic projects that you can publish online through Heroku server and GitHub. A well-documented analytical project on GitHub demonstrates proficiency in data science methods and can significantly enhance your professional credentials for career opportunities. Prospective employers frequently evaluate your problem-solving approaches and coding methodologies when assessing data analysis capabilities.

This course follows a structured daily format consisting of two components. The first segment introduces fresh concepts and methodologies. In the second segment, you immediately apply these same concepts by working on a meaningful project in your chosen domain, whether related to your professional background or another field of personal interest. Your instructor will guide you in locating suitable datasets, explaining industry best practices, and offering continuous support with implementation.

This course requires prior preparation

  • Participants should successfully complete the Python for Data Science Course Online (Self-Paced) before enrolling in this course.

Explore more details about Python Data Visualization & Interactive Dashboards (Self-Paced) through Noble Desktop.

Syllabus

Conducting Advanced Exploratory Analysis

  • NumPy array
  • Array containers
  • Indexing on an array
  • Broadcasting
  • Reshaping
  • Universal functions
  • Series
  • DataFrame
  • Slicing DataFrame
  • Filtering DataFrame
  • Understanding JSON
  • Working with APIs

Building Dashboards and Visualizing Data

  • Dash Callbacks
  • Client Callbacks
  • Pattern Callbacks
  • Dash core components
  • Date Picker
  • Date Range
  • More Dash Components
  • Graph
  • Dash HTML Components
  • Dash Styling

Presenting Information with Conviction and Persuasion

  • Dash Styling
  • Dash and Bootstrap
  • Creating your own Components
  • Deployment
  • Make a live presentation

Refund Policy

  • Students may cancel up to 14 days before the class/program start date and receive a refund, less the registration fee (10% of the undiscounted course price). 
  • Cancellations within 14 days are not permitted, but students may reschedule up to three business days before the class start date.
  • For cancellations and reschedules, please email us at [email protected]

In any event where a customer wants to cancel their enrollment and is eligible for a full refund, a 5% processing fee will be deducted from the refund amount.

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