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
Duke University
Skills you'll gain: Data Ethics, Exploratory Data Analysis, Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Web Scraping, Ggplot2, Model Evaluation, Data Visualization Software, Predictive Modeling, Tidyverse (R Package), Data Visualization, Data Analysis, Regression Analysis, Responsible AI, Data Transformation, R Programming, Data Science, Data Wrangling, Version Control
University of Colorado System
Skills you'll gain: Linear Algebra, Matlab, Statistical Modeling, Simulations, Statistical Analysis, Time Series Analysis and Forecasting, Probability & Statistics, Numerical Analysis, Forecasting
American Council on Exercise
Skills you'll gain: Nutrition Education, Nutrition and Diet, Mental Health, Nutrition Counseling, Mindfulness, Exercise Science, Mental Concentration, Community Health, Preventative Care, Health Education, Health Promotion, Health Technology, Injury Prevention, Stress Management, Clinical Nutrition, Behavioral Health, Pharmacology, Geriatrics, Personal Development, Behavior Management
LearnQuest
Skills you'll gain: Microsoft Azure, Big Data, Data Processing, Analytics, Data Pipelines, Databricks, Apache Spark, Business Intelligence, Data Analysis, Data Integration, Data Warehousing, Extract, Transform, Load, Real Time Data, Data Transformation, Scheduling, Data Storage
National Taiwan University
Skills you'll gain: Human Development, Psychology, Mental Health Diseases and Disorders, Child Development, Human Learning, Stress Management, Scientific Methods
Northwestern University
Skills you'll gain: Peer Review, Employee Onboarding, Professional Networking, Organizational Effectiveness, Quick Learning, Organizational Structure, Professional Development, Relationship Building, Planning, Adaptability, Leadership and Management, Leadership, Self-Awareness, Communication Strategies
Skills you'll gain: Matplotlib, Histogram, Plot (Graphics), Data Visualization, Seaborn, Scatter Plots, Data Visualization Software, Statistical Visualization, Graphing, Python Programming
University of Toronto
Skills you'll gain: Human Centered Design, Design Thinking, Change Management, Storytelling, Analysis, Data Storytelling, Data Analysis, Complex Problem Solving, Social Impact, Stakeholder Analysis, Innovation, Quantitative Research, Strategic Communication, Analytics, Diversity and Inclusion, Qualitative Research, Resource Allocation
University of Michigan
Skills you'll gain: Analytics, Data Analysis, Statistical Analysis, Probability & Statistics, Statistics, Python Programming, Data Manipulation
Google Cloud
Skills you'll gain: Large Language Modeling, Natural Language Processing, Generative Model Architectures, Transfer Learning, Embeddings
Skills you'll gain: Linear Algebra, Differential Equations, Advanced Mathematics, Algebra, Applied Mathematics, Mathematical Theory & Analysis
Alfaisal University | KLD
Skills you'll gain: Microsoft Outlook, Microsoft Office, Setting Appointments, Calendar Management, Organizational Skills, Data Entry, Computer Literacy, Scheduling
In summary, here are 10 of our most popular applied machine learning courses
- Data Science with R: Duke University
- Kalman Filter Boot Camp (and State Estimation): University of Colorado System
- Pathway to Wellness: Mind, Movement & Nutrition: American Council on Exercise
- Data Processing with Azure: LearnQuest
- Introduction to Psychology: National Taiwan University
- Power Onboarding: Northwestern University
- Python for Data Visualization: Matplotlib & Seaborn: Coursera
- Gender Analytics Capstone Project: University of Toronto
- Moneyball and Beyond: University of Michigan
- Transformer Models and BERT Model: Google Cloud
