Artificial Intelligence - Endorsed Certificate Course (TQUK - Training Qualifications UK)

Artificial Intelligence (AI) Online Course. 100 Hours Endorsed Certificate Course (TQUK - Training Qualifications UK).

AI makes use of deep learning and machine learning, while trying to resolve an issue logically in its own programming language. AI has an enormous number of applications in various fields.

Artificial neural networks are the building blocks of AI. The course investigates and compares human neural network with
artificial neural networks. The human brain is trained to solve problems by attempting them. Similarly, AI makes use of deep learning and machine learning, while trying to resolve an issue logically in its own programming language.

Learn how AI is used by businesses in marketing and customer relations. For example, AI can observe a customer’s online shopping patterns and make recommendations. The company can target market their products. Customers receive specific information, and can choose the best option.

AI can be seen in industries such as horticulture and agriculture (e.g. for precision pest control), transport and logistics industry (e.g. implementing self-driven vehicles), healthcare sector (e.g. customising patient’s treatment delivery). Education, leisure, environment are some other industry sectors that make use of AI.

Benefits of an ADL Endorsed Course?

Endorsed courses are skills based. They have been evaluated and approved by an independent awarding body such as Training Qualifications UK (TQUK).

What makes ADL’s Endorsed courses different?

• Flexible Self-Paced Learning– adjust your learning around your home and work commitments
• Start and Finish at any time
• Courses globally and industry relevant
• Practical Component at the end of most lessons.

Allocated your own tutor relevant to your subject. You can have as little or as much contact as you like with your tutor. They are there to support you all the way through.

This course is endorsed by TQUK -Training Qualifications UK, an OFQUAL awarding body.

There are 8 lessons:

1. Introduction to Artificial Intelligence

• A Brief History of AI
• Theory of Mind
• TYPES OF ARTIFICIAL INTELLIGENCE
• Three Branches of AI
• Strong AI
• Applied AI
• Cognitive Simulation
• Reasons AI Matters
• Introduction to Natural Language Processing

2. Ethical, Economic, and Other Concerns

• ETHICS AND ARTIFICIAL INTELLIGENCE
• AI Ethics Principles and Guidelines
• ETHICAL PERSPECTIVES
• Human Rights
• Privacy Breach

3. Neural Networks

• Structure of the Human Nervous System
• Cells of the Nervous Tissue
• Main anatomical features of Neurons
• Neural Circuits
• 3. INTELLIGENCE AND ADAPTABILITY
• Artificial Neurons
• Input
• Weight
• Bias
• Summation Function
• Activation Function
• ARTIFICIAL NEURAL NETWORKS
• APPLYING ARTIFICIAL NEURAL NETWORKS
• Digital Worm Brains
• Control system
• Cybernetics
• Artificial brain cells
• Enhanced mobility

4. Deep Learning

• Size
• Width
• Depth
• Capacity
• Architecture
• UNIVERSAL APPROXIMATORS
• Width Case
• Depth Case
• ABSTRACTION AND FUNCTION
• TRAINING A DEEP NEURAL NETWORK
• ReCaptcha
• Pitfalls of Deep Neural Networks

5. Machine Learning

• ALGORITHMS
• Structured Data
• Practical Applications
• Unstructured Data
• Semi-Structured Data
• Applying Algorithms
• THREE TYPES OF MACHINE LEARNING
• Supervised Machine Learning
• Unsupervised Machine Learning
• Reinforcement Machine Learning

6. Business Applications

• AI APPLICATIONS
• Marketing
• Customer Relationship Management
• SOCIAL MEDIA
• Machine Learning and Social Media Ads
• Customer Service

7. Application in Environmental & Primary Industries

• Agriculture and Horticulture
• Pest Control
• PRECISION AGRICULTURE
• Harvesting robots
• Robot Tractors
• ENVIRONMENTAL INDUSTRIES AND CLIMATE CHANGE
• Poaching
• Air Quality
• Problem Based Learning (PBL) Project

8. Industrial and Other Applications

• INTRODUCTION
• TRANSPORT
• Travel and Transportation
• Self-driving cars or automated driving systems (ADS)
• Transport, Freight, and Logistics
• FACTORIES
• HEALTH SECTOR
• Individual Health and Personalised Health Care
• General Healthcare
• Modelling
• EDUCATION SECTOR
• Training and education
• Tutoring and Coaching
• Plagiarism Detection and Authorship
• LEISURE INDUSTRY
• Entertainment
• ENVIRONMENT MONITORING AND MANAGEMENT
• Predicting Fire and Analysis (emergency management)

Please Note: Each lesson culminates in an assignment, marked by your tutor and returned with any suggestions, comments, and extra reading if required.

Programmers, Developers, Engineers, Enthusiasts

A pc or laptop with internet connection.

There are numerous exciting and rewarding careers within Artificial Intelligence (AI). Here are merely a few examples:

• Machine Learning Researchers.
• AI Engineer.
• Data Mining and Analysis.
• Machine Learning Engineer.
• Data Scientist.
• Business Intelligence (BI) Developer.

Currently there are no Q&As for this course. Be the first to ask a question.

Certificate of completion

Digital certificate - Included