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
The Hong Kong University of Science and Technology
Skills you'll gain: Geometry, Mathematical Theory & Analysis, Advanced Mathematics, Algebra, Applied Mathematics, Linear Algebra
Skills you'll gain: Model Evaluation, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Risk Modeling, Decision Tree Learning, Credit Risk, Model Training, Predictive Analytics, Feature Engineering, Logistic Regression, Data Analysis, Data-Driven Decision-Making, Model Optimization, Applied Machine Learning, Risk Analysis, Financial Analysis, Machine Learning Methods, Performance Analysis
Skills you'll gain: Digital Design, Color Theory, Creative Design, Design Elements And Principles, Graphics Software, Graphic and Visual Design, Computer Graphic Techniques, Computer Graphics, Art History
Columbia University
Skills you'll gain: Financial Market, Securities (Finance), Derivatives, Mathematical Modeling, Applied Mathematics, Capital Markets, Futures Exchange, Finance, Financial Modeling, Risk Modeling, Probability, Risk Management, Probability Distribution, Model Optimization
University of Colorado Boulder
Skills you'll gain: Estimation, Model Evaluation, Mathematical Software, Simulation and Simulation Software, Model Optimization, Numerical Analysis, Mathematical Modeling, Fine-tuning, Applied Mathematics
Skills you'll gain: Exploratory Data Analysis, NumPy, Data Visualization, Data Analysis, Plot (Graphics), Seaborn, Matplotlib, Statistical Visualization, Cloud Computing, Jupyter, Dimensionality Reduction, Data Science, Unsupervised Learning, Scikit Learn (Machine Learning Library), Machine Learning Methods, Numerical Analysis, Python Programming, Data Manipulation
University of London
Skills you'll gain: Arithmetic, Applied Mathematics, Computer Science, General Mathematics, Numerical Analysis, Mathematical Modeling, Algebra, Cryptography, Logical Reasoning, Geometry, Deductive Reasoning
Johns Hopkins University
Skills you'll gain: Regression Analysis, Statistical Modeling, R Programming, Statistical Methods, Linear Algebra, Data Science, Mathematical Modeling, Data Modeling, Predictive Modeling, Statistics, Statistical Analysis, Applied Mathematics, General Mathematics, Derivatives
Icahn School of Medicine at Mount Sinai
Skills you'll gain: Bioinformatics, Unsupervised Learning, Machine Learning Algorithms, Biology, Data Processing, Data Integration, Network Model, Life Sciences, Statistical Methods, Open Source Technology, Scientific Visualization, General Science and Research, Cell Biology, Unix Commands, Laboratory Research
California Institute of the Arts
Skills you'll gain: Graphic and Visual Design, Visual Storytelling, Graphic Design, Digital Design, Adobe InDesign, Layout Design, Storytelling, Multimedia, Design Elements And Principles, Design Research, Digital Publishing, Peer Review, Aesthetics, Design Reviews, Creativity
Pearson
Skills you'll gain: Critical Thinking, Deductive Reasoning, Critical Thinking and Problem Solving, Analytical Skills, Complex Problem Solving, Dealing With Ambiguity
Kennesaw State University
Skills you'll gain: LinkedIn, Professional Networking, Professional Development, Mentorship, Rapport Building, Relationship Building, Professionalism, People Development, Relationship Management, Habit Formation, Growth Mindedness, Adaptability, Personal Development, Lifelong Learning, Self-Awareness
In summary, here are 10 of our most popular applied machine learning courses
- Fibonacci Numbers and the Golden Ratio:Â The Hong Kong University of Science and Technology
- Credit Default Prediction with Python: Apply & Analyze:Â EDUCBA
- 12-Minute class in Procreate - Composition Breakdown:Â Skillshare
- Introduction to Financial Engineering and Risk Management:Â Columbia University
- Battery State-of-Charge (SOC) Estimation:Â University of Colorado Boulder
- Principal Component Analysis with NumPy:Â Coursera
- Mathematics for Computer Science:Â University of London
- Advanced Linear Models for Data Science 1: Least Squares:Â Johns Hopkins University
- Network Analysis in Systems Biology:Â Icahn School of Medicine at Mount Sinai
- Introduction to Imagemaking:Â California Institute of the Arts
