Professional Certificate in Machine Learning for Robotics

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Overview

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Learning outcomes

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Course content

1

Introduction to Machine Learning for Robotics

2

Data Preprocessing and Feature Engineering

3

Supervised Learning Techniques

4

Unsupervised Learning and Clustering

5

Reinforcement Learning Fundamentals

6

Neural Networks and Deep Learning

7

Robot Perception and Computer Vision

8

Sensor Fusion and Data Integration

9

Robotic Control and Motion Planning

10

Ethics and Safety in Robotics and AI

11

Reinforcement Learning

12

Computer Vision

13

Deep Learning

14

Statistical Learning

15

Robotics Programming

16

Natural Language Processing

17

Time Series Analysis

18

Optimization Techniques

19

Data Preprocessing

20

Machine Learning Algorithms

21

Machine Learning Fundamentals

22

Advanced Machine Learning Techniques for Robotics

23

Deep Learning for Robotics

24

Reinforcement Learning

25

Computer Vision for Robotics

26

Sensor Fusion and Localization

27

Robotics Programming with Machine Learning

28

Applied Machine Learning in Robotics

29

Ethical Considerations in Machine Learning for Robotics

30

Capstone Project in Machine Learning for Robotics

31

Machine Learning Fundamentals

32

Robotics Fundamentals

33

Supervised Learning

34

Unsupervised Learning

35

Reinforcement Learning

36

Deep Learning

37

Neural Networks

38

Computer Vision

39

Natural Language Processing

40

Sensor Fusion

Duration

The programme is available in two duration modes:
Fast track - 1 month
Standard mode - 2 months

Course fee

The fee for the programme is as follows:
Fast track - 1 month: GBP £140
Standard mode - 2 months: GBP £90

Career Path

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Key facts

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Why this course

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Frequently asked questions

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The Professional Certificate in Machine Learning for Robotics equips learners with essential skills to apply machine learning techniques in robotic systems.

Showcase your achievement with a professional certificate upon successful course completion.