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
Johns Hopkins University
Skills you'll gain: Anomaly Detection, Intrusion Detection and Prevention, Malware Protection, Cyber Threat Hunting, Threat Detection, Network Analysis, AI Security, Applied Machine Learning, Model Evaluation, Network Security, Unsupervised Learning, Performance Testing, Analysis, Classification Algorithms, Microsoft Windows
Johns Hopkins University
Skills you'll gain: Data Quality, Data Management, Technical Communication, Data Analysis, Data-Driven Decision-Making, Statistical Analysis, Data Science, Statistical Machine Learning, Statistical Inference, Statistics, A/B Testing, Statistical Modeling
The University of Tokyo
Skills you'll gain: Game Theory, Systems Thinking, Complex Problem Solving, Mathematical Modeling, Political Sciences
University of Colorado Boulder
Skills you'll gain: Machine Controls, Control Systems, Embedded Software, Laboratory Experience, Electronic Systems, Embedded Systems, Power Electronics, Electronic Hardware, Three-Phase, Electrical Equipment, Hardware Design, Electrical Engineering, Electrical Systems, Electronics, Electrical Power, Basic Electrical Systems, Automation Engineering, Integration Testing, Electronic Components, Torque (Physics)
Whizlabs
Skills you'll gain: AWS Kinesis, Amazon Redshift, Data Preprocessing, Data Analysis, Real Time Data, Applied Machine Learning, Data Pipelines, Data Processing, Extract, Transform, Load, Exploratory Data Analysis, Amazon S3, Data Sharing, Data Visualization Software, Data Transformation, Machine Learning, Data Management
University of Geneva
Skills you'll gain: Ethical Standards And Conduct, Interactive Learning, Case Studies, Social Justice, Environmental Issue, Economics, Political Sciences, Personal Development
University of Michigan
Skills you'll gain: Writing and Editing, Editing, Writing, Organizational Skills, Productivity, Concision, Time Management, Storytelling, Content Creation, Lifelong Learning, Professional Development, Communication Strategies, Critical Thinking, Creativity
Skills you'll gain: Plotly, Interactive Data Visualization, Data Visualization Software, Scatter Plots, Ggplot2, Data Analysis, Python Programming, Data Science, Machine Learning
The Museum of Modern Art
Skills you'll gain: Literacy, Teaching, Liberal Arts, Emotional Intelligence, Creativity, Instructional Strategies, Student Engagement, Self-Awareness, Curriculum Planning, Learning Styles, Empathy
Birla Institute of Technology & Science, Pilani
Skills you'll gain: Bioinformatics, Biotechnology, Data Management, Biostatistics, Data Mining, Applied Machine Learning, Unsupervised Learning, R Programming, Scientific Visualization, Data Preprocessing, Correlation Analysis, Chemical and Biomedical Engineering, Dimensionality Reduction, Computational Thinking, Markov Model, Algorithms
The University of Hong Kong
Skills you'll gain: Dental Procedures, Dentistry, Treatment Planning, Surgical Suturing, Oral and Dental Care, Patient Evaluation, Surgery, Dental Instruments, Medical Equipment and Technology, Biology, Radiography, Patient Communication, Radiology, Risk Analysis
University of California San Diego
Skills you'll gain: Bioinformatics, Dimensionality Reduction, Unsupervised Learning, Molecular Biology, Data Preprocessing, Machine Learning, Data Analysis Software, Life Sciences, Anthropology
In summary, here are 10 of our most popular applied machine learning courses
- Advanced Malware and Network Anomaly Detection:Â Johns Hopkins University
- Data Science in Real Life:Â Johns Hopkins University
- Welcome to Game Theory:Â The University of Tokyo
- Motors and Motor Control Circuits:Â University of Colorado Boulder
- Exploratory Data Analysis in AWS:Â Whizlabs
- Le Bien, le Juste, l'Utile. Introduction aux éthiques philosophiques: University of Geneva
- Writing and Editing: Structure and Organization:Â University of Michigan
- Data Visualization with Plotly Express:Â Coursera
- Art & Inquiry: Museum Teaching Strategies For Your Classroom:Â The Museum of Modern Art
- Introduction to Bioinformatics:Â Birla Institute of Technology & Science, Pilani
