ADVANCED DIPLOMA IN APPLIED MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE TECHNOLOGY
The Advanced Diploma in Applied Machine Learning and Artificial Intelligence equips you with practical skills to tackle real-world problems using AI and ML, focusing on areas like data analysis, model building, and ethical considerations.
Combining a basis in artificial intelligence algorithms and computer science, this Advanced Diploma Programme will teach you how to design a successful technology stack for the acquisition, analysis, and resolving of emerging industry challenges with advanced computer resources and infrastructure.
What you’ll learn:
-
Foundational Knowledge:
You’ll gain a strong understanding of AI and ML concepts, algorithms, and their applications.
-
Practical Skills:
The program emphasizes hands-on experience with tools and techniques used in building and deploying AI/ML solutions.
Specific Areas of Focus:- Data analysis and manipulation: Preparing and cleaning data for machine learning models.
- Model building: Developing and implementing various machine learning algorithms.
- Deep learning: Understanding and applying deep learning techniques.
- Natural Language Processing (NLP): Working with text data and building NLP systems.
- Ethical considerations: Understanding the ethical implications of AI and ML.
- Data analysis and manipulation: Preparing and cleaning data for machine learning models.
-
Project Management and Communication:
You’ll learn how to effectively manage AI/ML projects and communicate technical information to various stakeholders.
-
Industry-Relevant Tools and Frameworks:
You’ll gain experience with popular tools and frameworks like Python, RapidMiner, TensorFlow, and more.
Career Paths:
- AI/ML Engineer: Developing and implementing AI/ML solutions.
- Data Scientist: Analyzing data to identify patterns and insights.
- Machine Learning Developer: Building and deploying machine learning models.
- AI Consultant: Helping organizations implement AI/ML solutions.
- AI Systems Architect: Designing and managing complex AI systems.
Instructor
