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Machine Learning Literacy

  • Number of Courses5 courses
  • Duration16 hours
  • Skill IQ available Skill IQ

Machine Learning is the application of algorithms and mathematical models by software system to progressively improve their performance on a specific task. This skill covers the workflows, modeling techniques, and strategies behind any machine learning solution.

Courses in this path

Beginner

Learn how feature engineering fits into the machine learning workflow, and build your first features from numerical data

Building Your First Machine Learning Solution

  • by Mohammed Osman
  • 3h 8m 51s Duration
  • 3.8  (216)

Preparing Data for Machine Learning

  • by Janani Ravi
  • 3h 24m 32s Duration
  • 4.4  (57)

Intermediate

Transform nominal data, such as names or categories, into features appropriate for machine learning, and apply techniques for simplifying large data sets

Designing a Machine Learning Model

  • by Janani Ravi
  • 3h 25m Duration
  • 4.8  (53)

Creating Machine Learning Models

  • by Janani Ravi
  • 2h 44m 10s Duration
  • 4.3  (41)

Advanced

Extract features from text documents and images

Deploying Machine Learning Solutions

  • by Janani Ravi
  • 3h 4m 34s Duration
  • 4.7  (35)

Learn with the best

Mohammed Osman
Mohammed Osman
Mohammed Osman is a senior software engineer who started coding at the age of 13. Mohammed worked in various industries, including telecommunication, accounting, banking, health, and assurance. Mohammed's core skillset is a .NET ecosystem with a strong focus on C#, Azure, and Data Science. Mohammed also enjoys the soft-side of software engineering and leads scrum teams. Mohammed runs a blog with the message "Making your code smart and your career smarter." He shares tips and techniques to improv... more
Janani Ravi
Janani Ravi
Janani has a Masters degree from Stanford and worked for 7+ years at Google. She was one of the original engineers on Google Docs and holds 4 patents for its real-time collaborative editing framework. After spending years working in tech in the Bay Area, New York, and Singapore at companies such as Microsoft, Google, and Flipkart, Janani finally decided to combine her love for technology with her passion for teaching. She is now the co-founder of Loonycorn, a content studio focused on providing ... more

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