Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.

Skills you'll gain: Collaboration, Educational Materials, Instructional Design, Visualization (Computer Graphics), Laboratory Experience, Constructive Feedback, Learning Strategies, Experimentation, Physics, Scientific Methods, Investigation
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Natural Language Processing, Deep Learning, Predictive Modeling, Time Series Analysis and Forecasting, Artificial Neural Networks, Machine Learning, Embeddings, Data Preprocessing
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Interactive Data Visualization, Software Installation, Package and Software Management, R Programming, Integrated Development Environments, Cloud Development, Cloud Hosting
Beginner · Guided Project · Less Than 2 Hours

University of California, Davis
Skills you'll gain: Data Quality, Data Cleansing, Computer Vision, Visualization (Computer Graphics), Data Preprocessing, Deep Learning, Image Analysis, Convolutional Neural Networks, Model Evaluation, Data Manipulation, Applied Machine Learning, Data Analysis
Intermediate · Course · 1 - 4 Weeks

Columbia University
Skills you'll gain: Image Quality, Image Analysis, Computer Vision, Photography, Color Theory, Computer Graphics, Digital Signal Processing, Semiconductors, Algorithms
Beginner · Course · 1 - 3 Months

Novartis
Skills you'll gain: Drug Interaction, Pharmacology, Pharmaceuticals, Pre-Clinical Development, Drug Development, Medication Administration, Pharmaceutical Terminology, Clinical Research, Laboratory Research
Intermediate · Course · 1 - 4 Weeks

Macquarie University
Skills you'll gain: Security Testing, Data Ethics, Cyber Threat Intelligence, Security Controls, Cyber Security Assessment, Cyber Attacks, Cybersecurity, Infrastructure Security, Application Security, Cyber Risk, Threat Modeling, Security Engineering, Security Strategy, Data Security, Threat Detection, Security Management, Systems Architecture, Information Privacy, Exploitation techniques, Emerging Technologies
Beginner · Course · 1 - 3 Months

AI CERTs
Skills you'll gain: Responsible AI, AI Enablement, Data Ethics, Business Transformation, Digital Transformation, Business Process Automation, Generative Adversarial Networks (GANs), AI Personalization, Technology Strategies, ChatGPT, Artificial Intelligence and Machine Learning (AI/ML), Emerging Technologies, Business Strategy, Innovation, Computer Science, Creative Problem-Solving, Business Planning, Analysis, Organizational Strategy, Natural Language Processing
Beginner · Course · 1 - 3 Months

Skills you'll gain: Retrieval-Augmented Generation, Large Language Modeling, LLM Application, Development Environment, Multimodal Prompts, Embeddings, Vector Databases, User Interface (UI), Generative AI, AI Personalization, Prompt Engineering, Agentic systems, Data Visualization, AI Enablement, Image Analysis, Application Development, Augmented Reality, Text Mining, Graph Theory, Artificial Intelligence and Machine Learning (AI/ML)
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Web Scraping, Real Time Data, OpenAI API, Natural Language Processing, Python Programming, Web Applications, Language Interpretation, Translation, and Studies, Application Development, Machine Learning
Intermediate · Guided Project · Less Than 2 Hours

Amazon Web Services
Skills you'll gain: AI Personalization, Amazon Web Services, Amazon S3, Model Deployment, Predictive Modeling, Applied Machine Learning
Beginner · Course · 1 - 4 Weeks

Macquarie University
Skills you'll gain: Identity and Access Management, Cryptography, Network Security, AWS Identity and Access Management (IAM), Data Security, Authentications, Encryption, Advanced Encryption Standard (AES), Cyber Risk, Cybersecurity, Data Sharing, Cyber Attacks, Key Management, Computer Security, Data Management, Azure Active Directory, Security Engineering, Cyber Security Strategy, Security Management, Security Awareness
Intermediate · Specialization · 3 - 6 Months