• Class and Course

    Practical AI Platforms and Tools

    This comprehensive three-day course offers a deep dive into the world of Artificial Intelligence (AI), leveraging the power of both Python and Dataiku. Designed for professionals seeking to enhance their AI skills, the course blends theoretical knowledge with practical applications, catering to both code-savvy participants and those preferring no-code solutions.

    Introduction and overview of industry trends on AI

    Python refresher

    Effective Data Manipulation

    Using Pandas, including multi-indexing, pivot tables, and categorical data.

    Strategies for handling large datasets and optimizing performance.

    Deep Dive into Python Libraries for AI

    Data Preprocessing for Machine Learning

    Advanced techniques for data preprocessing, feature engineering, and data augmentation.

    Intro to Machine Learning with Python

    Initiating a project in Dataiku.

    Importing and managing data within the Dataiku environment.

    Overview of Dataiku's AutoML features.

    Building and evaluating machine learning models using Dataiku's visual interface.

    Currently there are no scheduled classes for this course.

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    Set a training goal, and easily track your progress

    Customize your own learning journey and track your progress when you start using a defined learning path.

    In just few simple steps, you can customize your own learning journey in the discipline of your interest based on your immediate, intermediate and transitional goals. Once done, you can save it in NExTpert, the digital learning ecosystem, and track your progress.
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