Applied Machine Learning Courses
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.
Popular Applied Machine Learning Courses and Certifications
University of Glasgow
Skills you'll gain: LinkedIn, Professional Networking, Growth Mindedness, Personal Development, Interviewing Skills, Goal Setting, Self-Awareness, Web Presence, Accountability Frameworks, Culture Transformation, Lifelong Learning, Financial Planning, Finance, Follow Through, Self-Motivation, Accountability, Business Transformation, Professionalism, Adult Education, Relationship Building
Skills you'll gain: Adaptability, Web Presence, Lifelong Learning, Growth Mindedness, Resilience, Cognitive flexibility, Telecommuting, AI Personalization, Willingness To Learn, Digital Brand Strategy, digital literacy, Professional Development, Workforce Planning, Workflow Management, Proactivity, Market Opportunities, Audit Planning, Action Oriented, AI Enablement, AI literacy
Microsoft
Skills you'll gain: Prompt Engineering, Generative AI, Responsible AI, Generative Model Architectures, Multimodal Prompts, MLOps (Machine Learning Operations), Generative Adversarial Networks (GANs), Azure DevOps Pipelines, AI Orchestration, AI Workflows, AI Security, Model Deployment, Azure DevOps, ChatGPT, Data Ethics, AI Integrations, Microsoft Azure, OpenAI, Artificial Intelligence and Machine Learning (AI/ML), Python Programming
University of Pennsylvania
Skills you'll gain: Positivity, Optimism, Resilience, Psychology, Persistence, Personal Development, Mental Health, School Psychology, Gerontology, Growth Mindedness, Creativity, Education and Training, Social Sciences, Relationship Building
University of California San Diego
Skills you'll gain: Logical Reasoning, Computational Logic, Deductive Reasoning, Computational Thinking, Theoretical Computer Science, Algorithms, Programming Principles, Python Programming, Computer Programming
Johns Hopkins University
Skills you'll gain: Algebra, Mathematical Modeling, Graphing, Arithmetic, Advanced Mathematics, Applied Mathematics, Deductive Reasoning, Analytical Skills, Probability & Statistics, Geometry
École Polytechnique Fédérale de Lausanne
Skills you'll gain: Digital Signal Processing, Digital Communications, Communication Systems, Image Analysis, Telecommunications, Electrical Engineering, Electrical and Computer Engineering, Electronics Engineering, Embedded Systems, Electronic Hardware, Electronics, Numerical Analysis, Systems Analysis, Algorithms, Linear Algebra, Jupyter, Applied Mathematics
DeepLearning.AI
Skills you'll gain: Tensorflow, Model Training, Model Optimization, Deep Learning, Distributed Computing, Data Pipelines
Automatic Data Processing, Inc. (ADP)
Skills you'll gain: Compensation and Benefits, Compensation Analysis, Compensation Strategy, Compensation Management, Human Resource Strategy, Benefits Administration, Human Resources, Organizational Strategy
Skills you'll gain: Matplotlib, Seaborn, Exploratory Data Analysis, Logistic Regression, NumPy, Machine Learning Methods, Jupyter, Scikit Learn (Machine Learning Library), Data Science, Machine Learning, Machine Learning Algorithms, Python Programming
In summary, here are 10 of our most popular applied machine learning courses
- Advanced Intelligent Optimization and its Applications:Â University of Glasgow
- Identity Crisis: How to Realign Your Career with Your Life:Â Madecraft
- AI-Ready Career Strategy for Modern Professionals:Â Packt
- Microsoft Generative AI Engineering:Â Microsoft
- Positive Psychology: Martin E. P. Seligman’s Visionary Science: University of Pennsylvania
- Mathematical Thinking in Computer Science:Â University of California San Diego
- Algebra: Elementary to Advanced:Â Johns Hopkins University
- Digital Signal Processing: École Polytechnique Fédérale de Lausanne
- Custom and Distributed Training with TensorFlow:Â DeepLearning.AI
- Total Rewards & the Role of Compensation & Benefits:Â Automatic Data Processing, Inc. (ADP)
