As AI adoption accelerates, AI certifications and courses have proliferated, providing deeper knowledge of this rapidly evolving technology. AI Training Options.
Numerous AI certifications cover the basics, so we’ve narrowed the field to 10 of the most diverse and comprehensive programs.
AI Training Options
Artificial intelligence is poised to become the key technology that drives business transformation and gives companies a competitive edge. According to a recent forecast by the International Data Corporation, global spending on AI—including AI-enabled applications, infrastructure, and related services—will more than double to $632 billion by 2028, growing at a compound annual rate of 29% between 2024 and 2028.
AI helps businesses boost productivity by automating processes such as robotics and autonomous vehicles, while also supporting existing workforces with technologies like assisted and augmented intelligence. Companies are integrating AI across various sectors, including finance, healthcare, retail, smart home devices, fraud detection, and security surveillance.
Why AI certifications are important:
- Career advancement: AI knowledge can open doors to promising careers in AI.
- Competitive advantage: A prestigious AI certification sets you apart from competitors, showing employers that you have sought-after skills.
- Staying updated: AI evolves rapidly, and certification assures employers you are up to date with the latest developments.
- Advanced education: A study by National University of 15,000 AI job postings found that nearly 80% of these positions required a master’s degree, while 60% demanded at least a bachelor’s degree.
10 of the best AI certifications and courses:
- Stanford University School of Engineering – Artificial Intelligence Graduate Certificate
Covers AI foundations such as machine learning, robotics, and natural language processing. Requires a bachelor’s degree, calculus, linear algebra, and programming experience. - MIT – Professional Certificate Program in Machine Learning and Artificial Intelligence
A 16-day program led by MIT AI professors, providing a strong knowledge base for advancing cognitive technology. Recommended for technical professionals with experience in data analysis or management. - University of California, Berkeley Executive Education – Artificial Intelligence: Business Strategies and Applications
Geared towards senior leaders, this program explores AI’s potential and challenges, including deep learning, neural networks, and automation. Ideal for executives and mid-career AI professionals. - Coursera – IBM Applied AI Professional Certificate
Beginner-level course teaching AI basics, AI-powered tool development, and chatbot creation. Open to both technical and nontechnical learners. - Coursera – Deep Learning Specialization by Andrew Ng
A five-course series covering deep neural networks and their applications, including computer vision, natural language processing, and AI model deployment. Requires intermediate Python and machine learning knowledge. - Coursera – Introduction to TensorFlow for AI, Machine Learning, and Deep Learning
A four-course program focused on TensorFlow. Participants will learn to create and train neural networks for applications like computer vision. Requires Python coding experience. - Udemy – Artificial Intelligence A-Z 2024: Build 7 AI + LLM & ChatGPT
Comprehensive online course covering AI fundamentals and advanced techniques, with hands-on projects. Requires basic Python programming knowledge. - Google Cloud – Introduction to Generative AI Learning Path
Beginner-friendly course introducing generative AI, using Google tools such as Vertex AI. No prerequisites required. - Artificial Intelligence Board of America (ARTiBA) – Artificial Intelligence Engineer Certification Process
Covers machine learning, cognitive computing, and deep learning. Open to students and professionals at various experience levels, with different tracks based on education and work history. - LinkedIn Learning – Master the Fundamentals of AI and Machine Learning
A learning path consisting of 10 short courses, covering the foundations of AI and its business applications. Open to all experience levels.
Each certification offers unique benefits, whether you’re a beginner or an experienced professional aiming to stay ahead in AI-driven industries.
Content updated September 2024.