Applied Data Science & Machine Learning with Python – Part 1

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.

SKU: DMAAI4a Categories: , Tags: ,

$699 USD

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 deep learning journey for 13-18-year-olds. Tech Accelerators fuse expert instruction with real-world partnerships to get you university- and industry-ready. Over sequential 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 coveted Digital Media Academy Digital Credential

Our Digital Credentials provide recognized, unforgeable evidence of your completion and attainment at Digital Media Academy. They are public-facing, supporting instantaneous posting to LinkedIn, Github and other professional sites, and stackable, allowing you to demonstrate your life-long journey through education and employment. Other early adopters of micro-credentialing include UNESCO, MIT, the University of California and the Government of Ontario (investing $60million over three years from 2020), among many others.

Our issuing partner Convergence.Tech is a world leader in blockchain-based identity and credentials. Their badges are verifiable (including offline), and all data is student-owned forever.

To learn more about digital badges, micro-credentials and our issuing partner Convergence.Techclick here.

Student feedback

Info

  • Product Type: Tech Accelerators
  • Career Pathway: Computer Science + AI
  • Career Track: Artificial Intelligence
  • Level: 4a
  • Pre-requisites: Artificial Intelligence Level 3
  • Age: 13-18
  • Grade:
  • Style: Teacher-led
  • Modules:
  • Certificate Awarded: Yes
  • Applied Data Science & Machine Learning with Python – Part 1

    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: DMAAI4a Categories: , Tags: ,

    $699 USD