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Evidently AI:Your One-Stop Shop for Analysis & Evaluation

BeginnerGuided Project

As a data scientist, you're well aware of the daunting task of monitoring and maintaining machine learning models. EvidentlyAI comes to the rescue, simplifying the process and providing invaluable guidance. With its intuitive visualisations and comprehensive metrics, EvidentlyAI empowers you to monitor model performance, detect data drift, and assess feature importance. It streamlines the complexities of model monitoring, ensuring your models remain accurate and reliable. Let EvidentlyAI be your trusted companion. relieving the stress and enabling you to focus on extracting meaningful insights

4.4 (11 Reviews)

Language

  • English

Topic

  • Artificial Intelligence

Industries

  • Information Technology

Enrollment Count

  • 68

Skills You Will Learn

  • Artificial Intelligence, Python, Data Visualization, Machine Learning

Offered By

  • IBM

Estimated Effort

  • 60 minutes

Platform

  • SkillsNetwork

Last Update

  • April 24, 2025
About this Guided Project

Why you should do this Guided Project

Whether you're a data scientist, analyst, or business professional, Evidently AI provides the tools and insights you need to make informed decisions and drive meaningful results. With Evidently AI, you can seamlessly analyze and visualize your data, gaining valuable insights and uncovering patterns that might otherwise go unnoticed. Our user-friendly interface empowers you to explore your data intuitively, making it accessible to both experts and those new to data analysis.

One of the key features of Evidently AI is its powerful model evaluation capabilities. Evaluate and monitor the performance of your machine learning models with ease, ensuring that they deliver accurate and reliable predictions. Our platform provides a range of metrics and visualizations to assess model performance, enabling you to identify areas for improvement and optimize your models effectively.

Collaboration is at the heart of Evidently AI, allowing you to work seamlessly with your team. Share your analyses, insights, and model evaluations effortlessly, fostering collaboration and facilitating data-driven decision-making across your organisation.
Whether you're working on a specific project or looking to gain a broader understanding of your data and models, Evidently AI streamlines your workflow, saving you time and effort. With its user-friendly interface, comprehensive analytics, and interpretability features, Evidently AI truly is your one-stop shop for all your data analysis and model evaluation needs. Start unlocking the power of your data today with Evidently AI.

A Look at the Project Ahead

After completing this guided project you will be able to do:
  1. Learn how to effectively analyze and visualize data using Evidently AI's user-friendly interface.
  2. Gain proficiency in evaluating and monitoring the performance of machine learning models.
  3. Develop the skills to interpret model predictions and assess factors influencing them.
  4. Enhance collaborative abilities by sharing analyses, insights, and model evaluations with team members.
  5. Apply data-driven decision-making techniques by leveraging the comprehensive analytics capabilities of Evidently AI.

What You'll Need

To complete this guided project, you will need a basic understanding of the Machine Learning . You will also need some prior experience working with python to understand code easily.
This course mainly uses Python. Although these skills are recommended prerequisites, no prior experience is required as this Guided Project is designed for complete beginners.

Instructors

Jigisha Barbhaya

Data Scientist

I am a Data scientist at IBM and Lead instructor at Skills network. I love to learn and educate. I have completed my MSc(Computer Application) specialisation in Data science from Symbiosis University.

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Vicky Kuo

Data Scientist

I believe that success isn't just about individual milestones, but also about uplifting and encouraging others to reach their potential. This is why I'm passionate about combining my technical background with my eagerness to help people overcome technological hurdles and accelerate growth. When I’m not on the job, I love hiking with my two dogs or relaxing in a coffee shop. There's nothing better than having an insightful conversation over coffee, or even better, some volunteer work! Please feel free to reach out to me on LinkedIn.

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Contributors

Joseph Santarcangelo

Senior Data Scientist at IBM

Joseph has a Ph.D. in Electrical Engineering, his research focused on using machine learning, signal processing, and computer vision to determine how videos impact human cognition. Joseph has been working for IBM since he completed his PhD.

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