Applied Data Science (Machine Learning)

Solve real-world business problems and build basic intelligent systems. Develop your ability to analyze data, detect statistical data biases and perform feature engineering. Understand supervised and unsupervised Machine Learning models and deep learning algorithms, including dimensionality reduction and over and under fitting. Tell compelling stories with data to drive decision-making. Understand human-in-the-loop pipelines to improve model performance with human intelligence.

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SKU: TAAI4 Categories: , Tag:

US$0

Description

Solve real-world business problems and build basic intelligent systems. Develop your ability to analyze data, detect statistical data biases and perform feature engineering. Understand supervised and unsupervised Machine Learning models and deep learning algorithms, including dimensionality reduction and over and under fitting. Tell compelling stories with data to drive decision-making. Understand human-in-the-loop pipelines to improve model performance with human intelligence.

This course forms part of Digital Media Academy’s Tech Accelerator program, our year-round, online, sequential learning journey for 13-18-year-olds. Tech Accelerators fuse expert instruction with real-world partnerships to get you university- and industry-ready. Over 8 Levels, you’ll curate a portfolio of Real-world Client Briefs from our leading tech and creative partners, attend Industry Masterclasses, get one-to-one Pro Mentor support and build a Career Network. Tech Accelerators: Fuel your 21st-century career.

Computer:

  • Laptop or desktop computer running Windows or macOS that meets the minimum specifications of the hardware and software listed below.
  • Built-in or external microphone
  • Built-in or external speakers or headphones
  • Google Chrome browser
  • Additional computer screen/monitor (recommended)

Software:

N.B. All software is open-source (free). Students will be supported during their first lesson to ensure the software is installed and functioning correctly.

By the end of this course:

Graduate with real-world case studies that recommendation engines, including analyzing music trends, all presented on a website that now features animations and transitions.

Deep dive into the essential areas of Applied Data Science (Machine Learning) as meticulously planned by our industry professional curriculum designers. Core content coming soon.

Build your Future-key Portfolio with a Certificate of Completion from Digital Media Academy

Student feedback

Info

  • Product Type: Tech Accelerators
  • Career Pathway: Computer Science + AI
  • Career Track: Artificial Intelligence
  • Level: 4
  • Pre-requisites: Tech Accelerator Artificial Intelligence Level 3
  • Age: 13-18
  • Grade:
  • Style: Teacher-led
  • Modules:
  • Certificate Awarded: Yes
  • Applied Data Science (Machine Learning)

    Solve real-world business problems and build basic intelligent systems. Develop your ability to analyze data, detect statistical data biases and perform feature engineering. Understand supervised and unsupervised Machine Learning models and deep learning algorithms, including dimensionality reduction and over and under fitting. Tell compelling stories with data to drive decision-making. Understand human-in-the-loop pipelines to improve model performance with human intelligence.

    Waiting List
    SKU: TAAI4 Categories: , Tag:

    US$0