AI Fundamentals (AI-900)

Intro to AI / LinkedIn Learning Certificate

• Introduction to AI: What is AI / Generative AI? How can I benefit from it in my work?

• Generative AI tools: Which tools exist? How can they help you in coding and your learning process? Hands-on session.

• Responsible AI: AI, Ethics (Personal Responsibility, Regulations, Guardrails & other considerations) and Data Protection. What to look out for while using AI tools.

AZ-900: Introduction to AI, Machine Learning, Generative AI tools

• Review of calculus, linear algebra, and probability and statistics;

• Probabilistic models;

• Supervised learning techniques;

• Unsupervised learning techniques;

• Model evaluation and selection;

• Cognitive AI services;

• Decision-making and methods for controlling and implementing bot behavior

• AI ethics and societal impact.

• Microsoft AI-900 Certification

  • Exam preparation

  • Taking an exam

• You are able to understand and speak English

• You can commit at least 10 hours a week (classes + self-study)

• 80% attendance of the course is required for graduation

• You have an interest in AI technologies

• You completed the Machine Learning AI course - Note: Graduates from our Machine Learning courses will be preferred!

You completed the Azure AI Fundamentals part 1: Fundamental AI Concepts

You are registered on deeplearning.ai and finish week#1 of this course to get an overview of AI.

• You have developed a systematic understanding of AI and machine learning principles and techniques for use in a broad range of contexts.

• Explored cognitive intelligence AI services for capabilities such as vision, speech, and text, and their applications.

• Discussed the main machine learning categories of unsupervised/supervised learning and applied them using appropriate techniques and toolsets.

• Analysed the practical problems and develop appropriate software solutions using selected AI/machine learning techniques such as classification, regression, and clustering.

• Discussed the ethical implications of developing AI solutions for societal contexts.

• Get a voucher and prepare to take the Microsoft Azure AI-900 exam!

This course meets twice a week on Tuesday and Thursday at 19:00-21:00 and is completely online with Zoom.

• Career & Soft Skills Workshops, Company Visits

• ReDI Mentorship Program (mentors in the IT industry)

• ReDI Talent Pool (job listing platform)

• SkillBuild self-paced eLearning (by IBM & ReDI)

• You should expect to spend a minimum of 8 hours for career workshops or trainings during the semester.