Introduction to Data Science & Machine Learning

Interested in learning Data Science & Machine Learning? This free online course from UNESCO-ICHEI is for you. Earn a free verified certificate.

Introduction to Data Science & Machine Learning course description

A carefully designed curriculum to maximize your learning experience in data science and machine learning.

What you will get:

  • Get the sense about what a data scientist / machine learning engineer is doing. After this course, you will master the basic required skills as a data scientist in terms of knowledge on both theory and applications.
  • Study many traditional machine learning algorithms, including linear regression, logistic regression, decision tree, ensemble models, support vector machine, etc.
  • Learn the basics of deep learning and neural networks, including multi-layer perceptron, convolutional neural nets and recurrent neural nets. 4
  • Experience with lots of hands-on projects including fault detection in Fintech, image classification in computer vision, machine translation in natural language etc, with popular python packages and deep learning frameworks such as numpy, scipy and pytorch.

Course content

In this free certificate course, you’ll learn:

  • Introduction to Python Programming
  • Linear Regression
  • Logistic Regression
  • Support Vector Machine
  • Clustering
  • Naïve Bayes Algorithm
  • Machine Learning in Practice
  • Neural Networks
  • Deep Learning

Course details

  • Institution: UNESCO-ICHEI
  • Level : Beginner
  • Language: English
  • Duration: Self-paced
  • Certificate: Free verified certificate of completion
  • Provider: IIOE

Start Learning

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