AI & Machine Learning Courses

Master AI governance and compliance with the EXIN Artificial Intelligence Compliance Professional (AICP) certification. Learn to apply the EU AI Act, ISO standards, and ethical frameworks to build trustworthy, compliant AI systems.

The AI+ Legal Agent™ certification equips legal professionals, compliance officers, and law practitioners with the state-of-the-art knowledge and skills to harness Artificial Intelligence (AI) in legal practice. This role-based certification bridges legal expertise and AI capabilities, enabling participants to deploy AI agents, automate tasks, and navigate evolving regulatory, ethical, and operational challenges across legal domains.

AI+ Telecommunications™ explores how artificial intelligence is transforming the telecom industry — from network optimization and predictive maintenance to customer experience, security, and IoT integration. Learners will master the tools, techniques, and ethical considerations needed to leverage AI in real-world telecom environments.

AI+ Nurse™ is a role-based certification designed to empower nursing professionals, healthcare educators, and clinical informatics specialists with skills to integrate AI into nursing practice. The course bridges nursing fundamentals with AI capabilities to enhance patient monitoring, decision support, workflow automation, and data-driven nursing care.

The AI+ Doctor™ certification is designed to empower medical professionals, clinical researchers, and health tech innovators with the skills to integrate artificial intelligence into clinical practice. This program blends medical domain knowledge with AI techniques to support diagnosis, patient monitoring, decision support, and healthcare innovation.

AI+ Real Estate™ offers a comprehensive certification combining foundational theory, advanced applications, and hands-on practice in AI as applied to the real estate industry. Participants will gain the tools, frameworks, and project experience needed to deploy AI solutions across valuation, marketing, operations, compliance, and strategic decision making.

Gain expertise in AI project management with CPMAI™—the leading certification program that provides the methods, tools, and strategies needed to drive AI success. CPMAI provides professionals with a structured, vendor-neutral framework for effectively managing AI projects.

The Data Strategy for Leaders program equips business leaders to harness data for strategic decisions, optimize performance, and accelerate growth. Developed and delivered by experienced data leaders, the program enhances strategic acumen and prepares participants to become influential data strategy leaders within their organizations.

Advance your career as a product manager with the Product Management Professional Program, offered in partnership with UC San Diego Division of Extended Studies. Benefit from a university-approved curriculum, expert-led instruction, hands-on projects, and masterclasses. We handle course development, delivery, registration, and career services to provide a complete and effective learning experience.

The Professional Certificate in Data Science and Generative AI, offered by Purdue University Online, provides a comprehensive curriculum for mastering data science, machine learning, and Generative AI. Combining theoretical learning with practical application, participants gain expertise in programming, data management, applied data science with Python, machine learning, deep learning, and generative AI techniques.

Gain the skills to create and execute AI-driven strategies that foster innovation and strengthen competitive advantage! The Generative AI for Business Transformation program with Purdue University Online equips leaders with the expertise to integrate AI into business operations, boost efficiency, and strengthen competitive advantage.

In collaboration with Purdue University Online and partnership with Microsoft Azure, this program equips professionals with the expertise needed to thrive in today’s fast-changing AI landscape. It combines academic excellence with practical learning through live classes, real-world projects, and hands-on experience with tools like ChatGPT, LangChain, Azure AI Studio, and DALL·E. The curriculum covers everything from core AI fundamentals to advanced Generative AI, agentic systems, and governance frameworks. Graduates emerge ready to lead in a GenAI-powered era, backed by recognized credentials from Purdue University Online and Microsoft.

The Blockchain+ Developer certification offers a thorough introduction to blockchain technology and smart contracts, equipping learners with the knowledge and skills to thrive in this rapidly evolving field. The program starts with blockchain fundamentals, including its history, core principles, and decentralized system architecture. Participants will study consensus mechanisms like PoW and PoS, along with smart contract creation and management using languages such as Solidity. Advanced topics include complex Solidity structures, tokenization, and non-fungible tokens (NFTs).

The Bitcoin+ Security™ certification provides in-depth knowledge of the mechanisms and protocols that safeguard Bitcoin and other cryptocurrencies. Learners will study blockchain ledger security through concepts such as integrity, authentication, and block mining. The program covers cryptographic principles and consensus models like Proof of Work (PoW) and Proof of Stake (PoS), examining both their strengths and vulnerabilities.

The Bitcoin+ Developer™ certification equips developers with comprehensive knowledge of Bitcoin, from foundational concepts to advanced scripting and application development. The program covers Layer 2 scaling solutions, real-world use cases, security best practices, and SDK/API integration to enhance and protect Bitcoin applications.

The AI+ Quality Assurance certification equips you with the skills and knowledge to incorporate AI into QA practices, boosting innovation and testing efficiency. Throughout the program, you will explore how AI transforms traditional QA processes, including test planning, execution, defect prediction, and performance testing. You’ll build a solid foundation in AI, machine learning, deep learning, and natural language processing, learning to apply these technologies across various QA scenarios. Hands-on exercises and real-world case studies will help you develop practical skills in automating test cases, predicting defects, and leveraging AI-powered QA techniques.

The AI+ Business Intelligence™ certification trains you to harness AI and BI tools for smarter, data-driven decision-making. You’ll cover core AI and BI concepts, data preparation, machine learning, and advanced AI techniques like deep learning and generative AI. Hands-on work with Python, Power BI, Tableau, and other BI platforms will build skills in data visualization, statistical analysis, and predictive modeling.

The AI+ Robotics Certification provides an immersive exploration of the intersection between Artificial Intelligence (AI) and Robotics. Tailored for professionals aiming to excel in this field, it covers foundational concepts, advanced Deep Learning (DL), and Reinforcement Learning (RL) techniques applied specifically to robotics.

The AI+ Quantum Certification offers a comprehensive exploration of the convergence between Artificial Intelligence (AI) and Quantum Computing. Tailored for professionals seeking expertise in this cutting-edge field, the program covers fundamental concepts, advanced techniques, and the ethical aspects of AI-Quantum integration. Learners will study Quantum Computing Gates, Circuits, and Algorithms, emphasizing their applications in AI.

The AI+ Data Certification provides a comprehensive learning journey, equipping professionals with core data science skills. It covers foundational topics like statistics, programming, and data wrangling, progressing to advanced modules in generative AI and Machine Learning (ML). The program emphasizes data-driven decision-making and storytelling to strengthen both analytical and communication abilities.

The AI+ Prompt Engineer Level 2 Certification equips developers with advanced skills in prompt engineering, focusing on optimizing AI model outputs and improving performance across diverse projects. You’ll master techniques for API integration, effective prompt creation, and real-time dynamic adjustments with tools like LangChain. Advanced topics include contextual and stateful prompts, meta-prompting, and domain-specific designs—ensuring adaptability and precision in AI-driven solutions.

The AI+ Engineer certification is tailored for Software Engineers, offering a structured pathway from AI fundamentals to advanced applications. The program begins with AI foundations and progresses to AI architecture, neural networks, LLMs, generative AI, NLP, and Transfer Learning using Hugging Face. Participants will also gain skills in designing advanced GUIs for AI solutions and understanding AI communication and deployment pipelines through practical, hands-on exercises.

The AI+ Developer™ Certification equips you with the skills to excel in Artificial Intelligence (AI) and advance your career. This program covers Python programming, advanced AI techniques, linear algebra, calculus, probability, statistics, data structures, and control flow, providing a strong foundation for success in AI. Learners will gain expertise in Deep Learning (DL), Neural Networks, and GANs, applying these technologies to real-world AI applications such as image processing, object detection, text classification, and question-answering systems.

The AI+ Architect Certification is an advanced program designed for cloud architects, providing a deep dive into Artificial Intelligence (AI) and its practical implementations. The curriculum begins with core neural network principles and progresses to advanced topics such as optimization, hyperparameter tuning, and regularization. Learners work with AI architectures including Recurrent Neural Networks (RNNs), Long Short-Term Memory networks (LSTMs), Transformers, and Convolutional Neural Networks (CNNs), applying them in Natural Language Processing (NLP) and computer vision projects.

Secure Digital Environments: Leverage AI-Powered Technologies The AI+ Cloud Certification is designed for developers and IT professionals aiming to integrate Artificial Intelligence (AI) with cloud computing. As organizations increasingly rely on cloud technologies for scalability and efficiency, experts capable of seamlessly embedding AI into cloud systems are highly sought after. This certification covers advanced cloud infrastructure, AI model deployment, and cloud-based AI applications, equipping learners to innovate and excel in their organizations.

Secure Digital Environments: Leverage AI-Powered Technologies The AI+ Ethical Hacker Certification prepares cybersecurity professionals and ethical hackers to protect the rapidly evolving digital environment. This program provides a comprehensive study of ethical hacking practices combined with advanced Artificial Intelligence (AI) technologies, demonstrating how AI is transforming both offensive and defensive cybersecurity strategies. Participants will explore the legal and ethical principles of ethical hacking, master essential techniques, and develop critical skills.

This certification provides an in-depth study of networking, combining foundational concepts with advanced applications through the use of Artificial Intelligence (AI), automation, and emerging technologies. You’ll develop a solid understanding of key networking principles such as LAN, WAN, and network security, while also exploring advanced areas like 5G, IoT networking, and cloud-based systems. Hands-on labs and practical projects ensure you can apply these skills in real-world scenarios, enhancing both your theoretical knowledge and technical proficiency.

Strengthening Compliance with AI The AI+ Security Compliance certification is an advanced program that explores how Artificial Intelligence (AI) can be integrated into cybersecurity compliance frameworks. Designed for professionals seeking expertise in this area, it builds on the CISSP framework to demonstrate how AI can streamline compliance, improve risk management, and strengthen security in line with evolving regulatory requirements.

Lead the Next Era of Cybersecurity with AI-Powered Innovations This certification provides a comprehensive deep dive into how Artificial Intelligence (AI) and Machine Learning (ML) are transforming cybersecurity. You’ll learn to harness AI for advanced threat detection, regulatory compliance, and risk management across networks, endpoints, IoT, and cloud environments.

Defend and Safeguard with Intelligent AI Solutions Enhance your security expertise through the AI+ Security Level 2™ course and exam bundle. Master key AI-powered security tactics to protect and secure emerging technologies.

Strengthening Cybersecurity with AI Begin your AI security journey with our comprehensive bundle, covering the essentials of AI-powered defense, vulnerability management, and smart threat mitigation. Understanding how cybersecurity and Artificial Intelligence (AI) intersect is increasingly essential as AI becomes a key driver in strengthening security measures. AI-powered systems can process vast datasets, predict threats, detect anomalies, and automate responses with remarkable speed and accuracy.

The AI+ Researcher Certification equips researchers with the skills to integrate Artificial Intelligence (AI) into their work, starting with foundational concepts like Machine Learning (ML) and Deep Learning (DL).

The AI+ Healthcare Certification provides a comprehensive understanding of how Artificial Intelligence is transforming healthcare. It covers the application of Machine Learning, Deep Learning, and neural networks to improve diagnostics, medical imaging, and personalized care. Participants will learn to use AI tools to support clinical decision-making and enhance patient outcomes. The program also explores key issues like data accuracy, patient privacy, and compliance, with a strong focus on ethical AI use. This certification equips professionals to harness AI's growing role in advancing healthcare delivery.

The AI+ Educator Certification empowers teachers to seamlessly integrate Artificial Intelligence (AI) into their classrooms. The program introduces the core concepts and categories of AI, highlighting its transformative potential in education. Participants will explore how AI can support personalized learning, real-time student tracking, and adaptive assessments to enhance teaching effectiveness.

The AI+ Learning & Development Certification is a well-rounded program that delves into how Artificial Intelligence (AI) is reshaping education. It equips participants with essential future-ready skills by combining foundational theory with hands-on, practical learning.

The AI+ Product Manager Certification provides product managers with a strong foundation in Artificial Intelligence (AI). It breaks down key AI concepts—such as Machine Learning (ML), neural networks, and expert systems—while explaining their evolution and real-world impact. The program highlights how AI can drive efficiency, innovation, and personalized user experiences, underscoring the connection between emerging technologies and market-focused solutions.

The AI+ Writer Certification equips you with the skills needed to excel in the fast-evolving field of AI-assisted writing. You'll explore the evolution of AI in content creation, gain foundational knowledge of Natural Language Processing (NLP), and master popular tools like GPT-3 and Jasper to improve content clarity and style.

The AI+ UX Designer Certification provides an in-depth look at how Artificial Intelligence (AI) is transforming user experience design. The program introduces core AI concepts such as Machine Learning (ML) and Deep Learning (DL), along with their practical use in the design field. Participants will explore how AI influences design workflows, creativity, and personalization from both conceptual and hands-on perspectives.

The AI+ Design Certification empowers designers with the skills needed to effectively incorporate Artificial Intelligence into their creative workflows. This program offers a well-rounded curriculum that combines foundational AI knowledge with hands-on experience through lectures, workshops, and real-world case studies.

The AI+ Supply Chain Certification provides a comprehensive understanding of how Artificial Intelligence is reshaping Supply Chain Management (SCM), from core principles to advanced AI applications. It covers key topics such as process optimization using AI, the strategic implementation of generative AI, and the digital transformation of supply chain systems.

The AI+ Ethics Certification offers a deep dive into the ethical dimensions of Artificial Intelligence (AI), focusing on its societal impact and responsible use. It covers core issues such as data and algorithmic bias, transparency, and fairness—providing actionable strategies to build more ethical and inclusive AI systems.

This certification is crafted to equip business leaders with the expertise needed to lead AI-powered transformation within their organizations. Through a series of thoughtfully designed modules, it offers comprehensive insights into AI technologies, strategic implementation, and leadership practices essential for managing AI in today's business environment.

Enhance Your Leadership with AI: Gain Expertise in Shaping and Executing Future-Ready Policies! The AI+ Policy Maker Certification offers in-depth training for a broad audience of leaders—including public administrators and government officials—by delivering essential AI knowledge with a strong emphasis on ethics, societal impact, and governance. Participants will examine how AI influences public services, understand its socio-economic implications, and explore the regulatory structures necessary for its responsible use.

The AI+ Government Certification offers a thorough understanding of how Artificial Intelligence (AI) can enhance public sector operations. It blends theoretical foundations with real-world applications, covering AI fundamentals, data management, ICT techniques, and strategies aligned with public policy. The program focuses on how AI can improve efficiency and effectiveness in government services.

The AI+ Finance certification explores the transformative role of Artificial Intelligence (AI) in the financial sector. It introduces foundational AI concepts and demonstrates their application in finance, such as using algorithms to process large datasets for informed, data-driven decisions. A key focus is credit enhancement, where AI provides faster and more precise assessments of creditworthiness, streamlining lending processes.

The AI+ Legal Certification is tailored for legal professionals aiming to integrate Artificial Intelligence (AI) into their practice. It covers the intersection of AI and law, including ethical considerations, data privacy, and AI’s impact on legal decisions and contracts. Participants will learn to use AI tools for legal research, document review, and case prediction, gaining a competitive edge in the legal field.

The AI+ Customer Service Certification is designed to help professionals leverage Artificial Intelligence (AI) to improve customer service using smart technologies. It provides a solid foundation in AI concepts such as Machine Learning (ML), Deep Learning (DL), and Natural Language Processing (NLP), focusing on their role in enhancing customer interactions. The course includes hands-on workshops, case studies, and real-world applications, while also highlighting ethical AI use and advanced data analysis to elevate customer experiences and create tailored AI solutions.

The AI+ Sales Certification is specifically designed for sales professionals and business leaders aiming to leverage the power of Artificial Intelligence (AI) in their sales strategies. This program guides learners through core AI concepts and their practical impact on today’s sales processes. Participants will develop the ability to interpret and apply sales data to generate actionable insights that support informed, strategic decisions.

The AI+ Project Manager Certification is designed for professionals aiming to excel in applying Artificial Intelligence (AI) to project management. This course offers in-depth understanding of how AI is reshaping project practices and solving persistent challenges. It includes hands-on experience with AI tools, case studies, and research, helping learners build practical expertise in AI applications, algorithms, and system frameworks.

The AI+ Human Resources™ certification is a forward-looking program that blends Artificial Intelligence (AI) with contemporary HR practices. It offers a well-rounded curriculum focusing on essential topics such as AI-powered recruitment—guiding learners on how to use AI to identify and attract top candidates—and AI-supported performance management, using Machine Learning (ML) to evaluate and enhance employee productivity.

The AI+ Marketing Certification Program is tailored for marketing professionals and executives aiming to leverage Artificial Intelligence (AI) to revolutionize their marketing strategies. This comprehensive program covers the core principles of AI and their practical applications in areas such as automated customer segmentation, targeted marketing, and personalized engagement to drive better results. By the end of the program, you'll be equipped with the expertise to strategically implement AI in marketing, enhancing both efficiency and return on investment.

This certification delivers a solid foundation in AI and prompt engineering, covering core concepts such as machine learning, deep learning, neural networks, and natural language processing (NLP). Through hands-on training, you'll learn how to design and refine prompts to boost AI model performance and achieve accurate, relevant results.

The AI+ Executive Certification is designed to help business leaders unlock the potential of Artificial Intelligence (AI) in their organizations. This comprehensive program provides the essential knowledge and tools needed to integrate AI effectively into business strategies.

The AI+ Everyone Certification provides a thorough introduction to Artificial Intelligence (AI), covering essential concepts, emerging technologies, and hands-on applications. Participants build a strong foundation in Machine Learning (ML), neural networks, and data analytics, preparing them for deeper exploration into advanced AI topics.

Become a High-Demand AI Engineer! Our AI Engineer Bootcamp is a practical, self-paced learning program designed for AI enthusiasts eager to fast-track their careers. The bootcamp guides you from the ground up, starting with Math, Statistics, and Python programming, and progressing to building advanced Machine Learning models (Supervised, Unsupervised, and Reinforcement Learning) and Deep Learning systems.

In collaboration with Purdue University. Join this immersive UX/UI Design program infused with Generative AI to learn how to create impactful digital products and services. With a strong emphasis on practical learning, this program equips you with essential user experience (UX) and user interface (UI) design skills. Ask us for next cohort dates & schedule details!

The AI+ Foundation by AI CERTs™ certification, is a beginner-level program that offers a comprehensive introduction to the fundamentals of artificial intelligence. It covers essential concepts, practical use cases, and ethical issues in AI, all without needing any technical expertise. Designed for curious learners from any background, this course is perfect for those who want to understand how AI functions and how it's transforming different industries. It's an excellent first step for aspiring professionals who want to build a solid foundation and grow their confidence in using AI tools and technologies.

Learn how to use AI to achieve your goals and transform the way you work with the Artificial Intelligence Practitioner certification. The Artificial Intelligence Practitioner (AIP) certification is designed to equip professionals with the essential skills needed to navigate the dynamic landscape of artificial intelligence to automate and optimize workflows. Accredited by APMG/Cyber Skills

This comprehensive course provides the knowledge and skills to deploy deep learning tools using AI/ML frameworks effectively. You will explore the fundamental concepts and practical applications of deep learning while gaining a clear understanding of the distinctions between deep learning and machine learning. The course covers a wide range of topics, including neural networks, forward and backward propagation, TensorFlow 2, Keras, performance optimization techniques, model interpretability, Convolutional Neural Networks (CNNs), transfer learning, object detection, Recurrent Neural Networks (RNNs), autoencoders, and creating neural networks in PyTorch. By the end of the course, you will have a solid foundation in deep learning principles and the ability to build and optimize deep learning models effectively using Keras and TensorFlow.

The Natural Language Processing (NLP) course provides an in-depth exploration of how machine learning algorithms are used to analyze and process vast amounts of natural language data. As NLP continues to drive advancements in AI, this course equips you with the essential skills to pursue a career as an NLP Engineer. Throughout the course, you will delve into key concepts such as statistical machine translation, neural models, deep semantic similarity models (DSSM), neural knowledge base embedding, and deep reinforcement learning techniques. Additionally, you will explore the application of neural models in image captioning and visual question answering, leveraging Python’s Natural Language Toolkit (NLTK).

The AIOps Foundation® is a two-day training course designed to cover the roots of AIOps. Learners will gain insight into processes that combine big data analytics, machine learning algorithms, automation and optimization into a single platform. The AIOps Foundation course will equip learners to successfully complete the AIOps Foundation certification exam.

This is a comprehensive two-day training designed to provide participants with a solid understanding of AI principles and practices. The course prepares individuals for the EXIN BCS Artificial Intelligence Foundation certification exam.

This Machine Learning with Python course provides an in-depth overview of ML topics, including working with real-time data, developing supervised and unsupervised learning algorithms, regression, classification and time series modelling. In this machine learning certification training course, you will learn how to use Python to make predictions based on data. Upon completion of this Machine Learning using Python course, you will receive a certificate attesting to your skills as a machine learning expert.

Prompt engineering makes it easy for users to obtain relevant results in the first prompt. It helps mitigate bias that may be present from existing human bias in the large language models' training data. Further, it enhances the user-AI interaction so the AI understands the user's intention even with minimal input. ChatGPT prompt engineering refers to the practice of crafting input prompts in specific ways to guide the AI model's responses.

Advance your career with this AI and Machine Learning certification program, offered in partnership with Purdue University Online and IBM. Gain hands-on experience and expertise in high-demand areas like AI automation, ChatGPT, large language models (LLMs), deep learning, neural networks, chatbots, agentic frameworks, and more.

Robotic Process Automation (RPA) is one of the fastest-growing technologies for enhancing real-time business processes and operations and has applications in various industries. It can be used for HR activities, such as onboarding employees, insurance claims and invoice processing, and customer service communications. Our Introduction to Robotic Process Automation course will give you a broad understanding of advanced intelligent applications and the concepts within RPA.

The Microsoft AI Engineer Program delivers a comprehensive curriculum designed to build full-spectrum AI expertise. It covers essential areas such as Python programming, applied data science, machine learning, and deep learning, while offering focused tracks in natural language processing, generative AI, and Microsoft Copilot. Participants apply their knowledge through practical projects and a capstone that highlights their ability to tackle real-world business challenges.