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
Skills you'll gain: Exploratory Data Analysis, Data Compilation, Correlation Analysis, Data Collection, Statistical Inference, Statistics, Statistical Methods, Statistical Modeling, Predictive Modeling, Data Analysis, Statistical Hypothesis Testing, Data-Driven Decision-Making, Regression Analysis, Statistical Analysis, Probability & Statistics, Descriptive Statistics, Data Visualization
High Tech High Graduate School of Education
Skills you'll gain: Storyboarding, Storytelling, Graphic and Visual Design, Layout Design, Typography, Creativity, Peer Review
University of London
Skills you'll gain: Arithmetic, Applied Mathematics, Computer Science, Computational Thinking, General Mathematics, Mathematical Modeling, Algebra, Cryptography, Systems Of Measurement
University of California San Diego
Skills you'll gain: Data Modeling, Data Infrastructure, Databases, Big Data, Data Management, Database Management Systems, Real Time Data, NoSQL, Database Design, Apache Hadoop, Data Structures, Scalability, Virtual Environment
University of Colorado Boulder
Skills you'll gain: Chemical Engineering, Chemistry, Thermal Management, Mechanical Engineering, Engineering Calculations, Process Engineering, Numerical Analysis, Engineering Analysis, Statistical Methods, Differential Equations, Physics, Engineering, Simulation and Simulation Software, Probability Distribution, Materials science, Mathematical Modeling, Applied Mathematics, Open Source Technology, Simulations, Physical Science
Skills you'll gain: Model Deployment, Data Lakes, Google Cloud Platform, Data Pipelines, Apache Kafka, Dataflow, Big Data, Extract, Transform, Load, Tensorflow, Data Integration, Data Processing, Data Warehousing, Query Languages, Apache Spark, Data Architecture, MLOps (Machine Learning Operations), Data Management, SQL, Metadata Management, Real Time Data
Skills you'll gain: Keras (Neural Network Library), Tensorflow, Convolutional Neural Networks, Deep Learning, Machine Learning, Computer Vision
Coursera
Skills you'll gain: Hypertext Markup Language (HTML), Front-End Web Development, Web Design and Development, Web Development, Web Development Tools, Web Applications, Web Content, Integrated Development Environments
University of London
Skills you'll gain: Debugging, Development Environment, Javascript, Computer Programming Tools, Computer Graphics, Software Development Tools, Computer Programming, Graphical Tools, Interactive Design, Human Computer Interaction, Data Management
Northwestern University
Skills you'll gain: Robotics, Simulation and Simulation Software, Mathematical Modeling, Mechanical Engineering, Vibrations, Algorithms, Torque (Physics), Control Systems, Applied Mathematics, Calculus, Linear Algebra
Skills you'll gain: Generative AI, Large Language Modeling, Prompt Engineering, Transfer Learning, PyTorch (Machine Learning Library), Performance Tuning, Natural Language Processing
Fractal Analytics
Skills you'll gain: MLOps (Machine Learning Operations), Generative AI, Model Deployment, Google Cloud Platform, AI Enablement, Artificial Intelligence, Machine Learning, User Interface (UI), Cloud Computing, Complex Problem Solving, Scalability, Critical Thinking
In summary, here are 10 of our most popular applied machine learning courses
- Statistical Thinking for Industrial Problem Solving, presented by JMP:Â SAS
- How to Make a Comic Book (Project-Centered Course):Â High Tech High Graduate School of Education
- Mathematics for Computer Science:Â University of London
- Big Data Modeling and Management Systems:Â University of California San Diego
- Statistical Thermodynamics:Â University of Colorado Boulder
- Data Engineering, Big Data and ML on Google Cloud en Español: Google Cloud
- Creating Multi Task Models With Keras:Â Coursera
- Introduction to HTML:Â Coursera
- Introduction to Computer Programming :Â University of London
- Modern Robotics, Course 3: Robot Dynamics:Â Northwestern University
