Artificial Intelligence and Machine Learning with Python

Training Skills

• Module 1: Introduction to Artificial Intelligence and Machine Learning 12:20

  • 1: Introduction to Artificial Intelligence and Machine Learning 12:20

• Module 2: Python and Mathematical Foundations for AI 07:00

  • 2: Python and Mathematical Foundations for AI 07:00

• Module 3: Data Handling and Preparation 11:01

  • 3: Data Handling and Preparation 11:01

• Module 4: Supervised Machine Learning 08:00

  • 4: Supervised Machine Learning 08:00

• Module 5: Unsupervised Machine Learning 10:01

  • 5: Unsupervised Machine Learning 10:01

• Module 6: Deep Learning and Neural Networks 06:00

  • 6: Deep Learning and Neural Networks 06:00

• Module 7: Natural Language Processing and Computer Vision 10:20

  • 7: Natural Language Processing and Computer Vision 10:20

• Module 8: Model Deployment and MLOps 06:00

  • 8: Model Deployment and MLOps 06:00

• Module 9: Ethics, Law, and AI Governance in the UK 10:30

  • 9: Ethics, Law, and AI Governance in the UK 10:30

• Module 10: AI Projects, Careers, and Industry Applications 07:00

  • 10: AI Projects, Careers, and Industry Applications 07:00

Artificial Intelligence and Machine Learning explores how intelligent systems process information, identify patterns and support decision-making. You will study the foundations of AI, Python programming, mathematical concepts and data preparation. These topics introduce the terminology and methods used in machine learning and help you understand how data contributes to the development of AI systems.

You will examine supervised and unsupervised machine learning, deep learning and neural networks. The curriculum also introduces natural language processing and computer vision, explaining how AI systems can interpret text, images and other forms of information. These subjects provide an overview of the different approaches used to develop intelligent applications across a range of industries.

The course also covers model deployment, MLOps and AI governance in the UK. You will explore industry applications, emerging career areas and the ethical and legal considerations surrounding AI. Artificial Intelligence and Machine Learning provides a foundation for further study in technology and data science, although specialist roles may require additional education, coding ability and relevant experience.

Course Curriculum:

• Module 1: Introduction to Artificial Intelligence and Machine Learning

• Module 2: Python and Mathematical Foundations for AI

• Module 3: Data Handling and Preparation

• Module 4: Supervised Machine Learning

• Module 5: Unsupervised Machine Learning

• Module 6: Deep Learning and Neural Networks

• Module 7: Natural Language Processing and Computer Vision

• Module 8: Model Deployment and MLOps

• Module 9: Ethics, Law, and AI Governance in the UK

• Module 10: AI Projects, Careers, and Industry Applications

The materials are clear and structured so you can learn at your own pace. On successful completion, you’ll receive your free PDF certificate as evidence of the skills you’ve acquired.

This course is ideal for:

• Beginners interested in artificial intelligence and machine learning.

• Students exploring computing, programming or data science.

• Professionals seeking to understand AI technologies and their applications.

• Aspiring machine learning engineers and AI developers.

• Individuals interested in neural networks, language processing and computer vision.

• Learners considering further study or career development in the technology sector.

No formal qualifications or previous Artificial Intelligence, Machine Learning experience are required. You will need:

• An interest in AI, computing or emerging technologies.

• Basic computer literacy and a willingness to learn new concepts.

• A computer or laptop with internet access.

• An email address to access online learning materials.

• A willingness to study introductory programming and mathematical concepts.

• Machine Learning Engineer: £33,000–£93,000 per year.

• Artificial Intelligence Engineer: £50,000–£110,000 per year.

• Data Scientist: £35,000–£85,000 per year.

• MLOps Engineer: £55,000–£100,000 per year.

• Natural Language Processing Engineer: £40,000–£90,000 per year.

• Computer Vision Engineer: £40,000–£90,000 per year.

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