Undergraduate Certificate in Machine Learning for IoT

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Overview

Learning outcomes

Course content

Introduction to Machine Learning

Fundamentals of Internet of Things

Data Acquisition and Sensor Technologies

Machine Learning Algorithms for IoT

Data Preprocessing and Feature Engineering

IoT Device Management and Communication

Cloud Computing for IoT Applications

Real-Time Data Analytics

Ethics and Security in IoT and Machine Learning

Capstone Project in Machine Learning for IoT

Introduction to Machine Learning

Fundamentals of IoT

Data Preprocessing and Feature Engineering

Supervised Learning Techniques

Unsupervised Learning Techniques

Deep Learning for IoT Applications

Reinforcement Learning

Deployment and Monitoring of ML Models

IoT Security and Privacy

Industry Applications of Machine Learning for IoT

Machine Learning Fundamentals

IoT Fundamentals

Data Preprocessing for Machine Learning

Machine Learning Algorithms

Deep Learning for IoT

IoT Security and Privacy

Machine Learning for IoT Applications

IoT Data Analytics

Reinforcement Learning for IoT

Machine Learning Model Deployment

Introduction to Machine Learning

Data Mining and Visualization

Statistical Analysis for IoT

Deep Learning Fundamentals

IoT Applications and Security

Natural Language Processing

Reinforcement Learning Techniques

Time Series Forecasting

Machine Learning Algorithms

Ethical Issues in IoT.

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

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Career Path

Key facts

Why this course

Frequently asked questions

This certificate course explores machine learning applications for Internet of Things devices, preparing students for careers in IoT technology.

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

Undergraduate Certificate in Machine Learning for IoT

Overview

Learning outcomes

Course content

Introduction to Machine Learning

Fundamentals of Internet of Things

Data Acquisition and Sensor Technologies

Machine Learning Algorithms for IoT

Data Preprocessing and Feature Engineering

IoT Device Management and Communication

Cloud Computing for IoT Applications

Real-Time Data Analytics

Ethics and Security in IoT and Machine Learning

Capstone Project in Machine Learning for IoT

Introduction to Machine Learning

Fundamentals of IoT

Data Preprocessing and Feature Engineering

Supervised Learning Techniques

Unsupervised Learning Techniques

Deep Learning for IoT Applications

Reinforcement Learning

Deployment and Monitoring of ML Models

IoT Security and Privacy

Industry Applications of Machine Learning for IoT

Machine Learning Fundamentals

IoT Fundamentals

Data Preprocessing for Machine Learning

Machine Learning Algorithms

Deep Learning for IoT

IoT Security and Privacy

Machine Learning for IoT Applications

IoT Data Analytics

Reinforcement Learning for IoT

Machine Learning Model Deployment

Introduction to Machine Learning

Data Mining and Visualization

Statistical Analysis for IoT

Deep Learning Fundamentals

IoT Applications and Security

Natural Language Processing

Reinforcement Learning Techniques

Time Series Forecasting

Machine Learning Algorithms

Ethical Issues in IoT.

Duration

Course fee

Career Path

Key facts

Why this course

Frequently asked questions

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Earn a Certificate

Skills gained