Multiparadigm Data Science
- Interactive Course
- 5 h 30 min
- Intermediate
- 3 Certifications
Multiparadigm Data Science is a rapidly advancing new way to use modern analytical techniques, automated machine learning and human-data interfaces to arrive at better answers. This course introduces the basic concepts of the multiparadigm approach, demonstrating both the flexible, integrated project workflow and the broad computational toolkit that supports it from start to finish. Discover best practices, exploration techniques and ways to leverage high-level Wolfram Language to get real, quantifiable answers to the full range of data science problems. Wolfram AI Course Assistant is available for this interactive course.
Course Overview
Requirements: This course requires basic working knowledge of the Wolfram Language
Featured Products & Technologies: Wolfram Language (available in Mathematica and Wolfram|One)
You'll Learn To
Build an end-to-end data science workflow
Wrangle and clean different types of data
Assemble a multiparadigm toolkit for analysis and visualization
Examine and combine data from multiple sources
Perform visual exploratory data analysis
Communicate results effectively with a variety of visualizations and interactive interfaces
Video Duration
- Section 135 minutes
- Section 225 minutes
- Section 316 minutes
- Section 458 minutes
- Section 524 minutes
New! Wolfram AI Course Assistant
This interactive course includes video lessons, quizzes, practice problems, a final exam and our new chat-based Course Assistant powered by Wolfram LLM Kit. Ask Course Assistant anything about the lesson, and it will provide you with contextually aware answers and even relevant code. Get started with our free courses by signing in to the Wolfram Cloud with your Wolfram ID—or create one; it's free! Our recommended best practice for completing this interactive course is to start with Lesson 1 and progress through the video lessons, taking each quiz in the order it appears in the table of contents. You can click Track My Progress to chart your certification progress as you go. Wolfram AI Course Assistant is included with a Wolfram Notebook Assistant + LLM Kit subscription.
Certifications Available
Completion Certificate
Certify your completion of this course by watching course videos and passing the auto-graded quizzes.
Track My Progress
Level 1 Certification
Pass the auto-graded quizzes and complete course exercises to certify your proficiency in Multiparadigm Data Science.
Track My Progress
Level 2 Certification
Submit an independent project to demonstrate your applied expertise in Multiparadigm Data Science.
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