About this Course

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Shareable Certificate
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100% online
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Intermediate Level

S​ome basic Python knowledge

Approx. 12 hours to complete
English

What you will learn

  • I​mplement and evaluate machine learning models (neural networks, random forests, etc.) on scientific data in Python

Skills you will gain

Artificial Neural NetworkMachine LearningPython ProgrammingRandom ForestPCA
Flexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Intermediate Level

S​ome basic Python knowledge

Approx. 12 hours to complete
English

Offered by

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LearnQuest

Syllabus - What you will learn from this course

Week
1

Week 1

2 hours to complete

Before the AI: Preparing and Preprocessing Data

2 hours to complete
12 videos (Total 47 min), 4 readings, 2 quizzes
Week
2

Week 2

4 hours to complete

Foundational AI Algorithms: K-Means and SVM

4 hours to complete
4 videos (Total 13 min), 3 readings, 3 quizzes
Week
3

Week 3

4 hours to complete

Advanced AI: Neural Networks and Decision Trees

4 hours to complete
1 video (Total 1 min), 4 readings, 2 quizzes
Week
4

Week 4

2 hours to complete

Course Project

2 hours to complete

About the AI for Scientific Research Specialization

AI for Scientific Research

Frequently Asked Questions

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