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 Colorado Boulder
Skills you'll gain: Instructional Strategies, Teaching, Education Software and Technology, Design Reviews, Mathematics Education, Digital pedagogy, Simulations, Simulation and Simulation Software, Curriculum Planning, Diversity Equity and Inclusion Initiatives, Ideation, User Feedback, Experimentation, Research, Design Strategies, Interactive Design, Display Devices, Physics, Chemistry
Case Western Reserve University
Skills you'll gain: Coaching, Empathy, Employee Coaching, Compassion, Leadership Development, Rapport Building, Culture Transformation, People Development, Active Listening, Emotional Intelligence, Organizational Leadership, Organizational Development, Self-Awareness, Personal Development, Organizational Change, Leadership, Relationship Building, Change Management, Neurology, Self-Motivation
Skills you'll gain: Penetration Testing, Vulnerability Assessments, Network Protocols, Network Security, Network Analysis, Network Monitoring, Image Analysis, Virtual Machines, Virtualization and Virtual Machines, Virtual Environment, Open Source Technology, Malware Protection, Command-Line Interface, Software Installation, Linux, Microsoft Windows
Skills you'll gain: Recurrent Neural Networks (RNNs), Model Deployment, Keras (Neural Network Library), Deep Learning, Tensorflow, Artificial Neural Networks, Convolutional Neural Networks, Application Frameworks, Model Training, Artificial Intelligence, Data Preprocessing
Skills you'll gain: PyTorch (Machine Learning Library), Fine-tuning, Deep Learning, Vision Transformer (ViT), Transfer Learning, Convolutional Neural Networks, Model Optimization, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Performance Tuning, Distributed Computing, Data Preprocessing, Embeddings
Macquarie University
Skills you'll gain: Infographics, Canva (Software), Podcasting, Video Production, Instructional Design, Multimedia, Content Creation, Adult Learning Principles, Presentations, Visual Storytelling, Digital pedagogy, Graphic Design, Digital Content, Videography, Visual Design, Storyboarding, Creative Design, Learning Strategies, Electronic Media, Communication Strategies
New York University
Skills you'll gain: Reinforcement Learning, Financial Trading, Financial Market, Derivatives, Market Liquidity, Market Dynamics, Risk Modeling, Financial Modeling, Machine Learning Methods, Applied Machine Learning, Credit Risk, General Lending, Machine Learning
Google Cloud
Skills you'll gain: Real Time Data, Scalability, Data Pipelines, Model Evaluation, Model Deployment, Applied Machine Learning, Machine Learning
Skills you'll gain: PyTorch (Machine Learning Library), Computer Vision, NumPy, Matplotlib, Convolutional Neural Networks, Deep Learning, Pandas (Python Package), Image Analysis, Model Optimization, Python Programming, Data Manipulation, Model Training
Commonwealth Education Trust
Skills you'll gain: Constructive Feedback, Pedagogy, Teaching, Education and Training, Curriculum Planning, Student-Centred Learning, Student Engagement, Instructional and Curriculum Design, Quality Assessment, Peer Review, Statistical Reporting, Performance Reporting, Reliability, Cultural Diversity
Skills you'll gain: Model Evaluation, Big Data, Model Training, Predictive Modeling, Google Cloud Platform, Data Access, Applied Machine Learning, Predictive Analytics, Forecasting, Data Management, Machine Learning
Skills you'll gain: Learning Management Systems, Education Software and Technology, Digital pedagogy, Real Time Data, Google Workspace
In summary, here are 10 of our most popular applied machine learning courses
- Active Learning in STEM with PhET Interactive Simulations:Â University of Colorado Boulder
- Conversations That Inspire: Coaching Learning, Leadership and Change:Â Case Western Reserve University
- Digital Forensics for Pentesters - Hands-On Learning:Â Packt
- Deep Learning Frameworks and Neural Networks Simplified:Â Simplilearn
- Deep Learning: Advanced Backbones and Efficient GPU Training:Â Board Infinity
- Create video, audio and infographics for online learning:Â Macquarie University
- Overview of Advanced Methods of Reinforcement Learning in Finance:Â New York University
- Using Beam ML to catch Toxicity in Gaming:Â Google Cloud
- Deep Learning - Computer Vision for Beginners Using PyTorch:Â Packt
- Foundations of Teaching for Learning: Introduction to Student Assessment:Â Commonwealth Education Trust
