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  • Applied Machine Learning

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


  • U

    University of Michigan

    Big Ideas in Programming: Expressing Yourself with Python

    Skills you'll gain: Data Structures, Python Programming, Computer Programming, Data Visualization, Computational Thinking, Debugging

    ★ 3.8 (6) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Engineer AI Models: Explain, Tune & Experiment

    Skills you'll gain: Feature Engineering, Fraud detection, Jupyter, Program Management, Model Optimization, Responsible AI, Model Evaluation, Project Management, Performance Improvement, AI literacy, Risk Modeling, Performance Metric, Credit Risk, Performance Analysis, Performance Tuning, Machine Learning Methods, Test Planning, Test Engineering, Applied Machine Learning, Research Design

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Deploy A Microsoft Azure Speech To Text Web App

    Skills you'll gain: Application Deployment, Microsoft Azure, Cloud Deployment, Cloud Services, Cloud Applications, Program Development, Cloud Hosting, Web Applications, Python Programming

    ★ 4 (6) · Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Michigan

    The Power of Object-Oriented Programming

    Skills you'll gain: Object Oriented Programming (OOP), Computer Programming, Program Development, Python Programming, Computer Graphics

    ★ 4.1 (7) · Intermediate · Course · 1 - 4 Weeks

  • U

    Universitat Politècnica de València

    Bases matemáticas: Álgebra

    Skills you'll gain: Linear Algebra, Algebra, Applied Mathematics

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Migrating On-premises MySQL Using a Continuous Database Migration Service Job

    Skills you'll gain: MySQL, Data Migration, Google Cloud Platform, Operational Databases, Database Administration, Virtual Private Networks (VPN), Database Management, Data Import/Export

    ★ 4.5 (17) · Advanced · Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Rapid Prototyping of Embedded Interface Designs

    Skills you'll gain: User Interface (UI), Embedded Software, Interactive Design, Human Computer Interaction, Embedded Systems, Prototyping, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, Software Design, Usability, HTML and CSS, Interaction Design, Real-Time Operating Systems, Hypertext Markup Language (HTML), Technical Design, Internet Of Things, User Experience Design, jQuery, Telecommunications, Artificial Intelligence and Machine Learning (AI/ML)

    ★ 3.7 (7) · Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Python for Data Visualization:Matplotlib & Seaborn(Enhanced)

    Skills you'll gain: Matplotlib, Seaborn, Plot (Graphics), Scatter Plots, Histogram, Data Visualization, Data Visualization Software, Graphing, Statistical Visualization, Data Analysis, Python Programming

    ★ 4.5 (30) · Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Optimize AI Inference Speed & Accuracy

    Skills you'll gain: Model Optimization, Model Deployment, Model Training, AI Security, Benchmarking, Numerical Analysis, Process Optimization, Cloud Deployment, Model Evaluation, Keras (Neural Network Library), Network Model, Project Performance

    Intermediate · Course · 1 - 4 Weeks

  • A

    AI CERTs

    Managing Projects with AI

    Skills you'll gain: Responsible AI, Project Management Software, Project Risk Management, AI Product Strategy, Project Management, AI Workflows, Timelines, Project Planning, Risk Management, Project Implementation, Scheduling, Generative AI Agents, Project Scoping, Team Collaboration, Project Performance, Generative AI, Governance, Forecasting, Digital Transformation, Decision Making

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Houdini Procedural Modeling: Build & Refine Assets

    Skills you'll gain: 3D Assets, 3D Modeling, Control Panels, Computer Graphics, Computer Graphic Techniques, Code Reusability, Fine-tuning

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Advanced Agile for Product Managers: Scaling Agile Teams

    Skills you'll gain: Scaled Agile Framework, Agile Product Development, Agile Software Development, Agile Project Management, Performance Metric, Sprint Planning, Agile Methodology, Collaborative Software, Cross-Functional Collaboration, Dependency Analysis, Cross-Functional Team Leadership, Coordinating, Initiative and Leadership, Strategic Leadership, Product Management, Collaboration, Leadership, Coordination, Prioritization, Estimation

    Advanced · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular applied machine learning courses

  • Big Ideas in Programming: Expressing Yourself with Python: University of Michigan
  • Engineer AI Models: Explain, Tune & Experiment: Coursera
  • Deploy A Microsoft Azure Speech To Text Web App: Coursera
  • The Power of Object-Oriented Programming: University of Michigan
  • Bases matemáticas: Álgebra: Universitat Politècnica de València
  • Migrating On-premises MySQL Using a Continuous Database Migration Service Job: Google Cloud
  • Rapid Prototyping of Embedded Interface Designs: University of Colorado Boulder
  • Python for Data Visualization:Matplotlib & Seaborn(Enhanced): Coursera
  • Optimize AI Inference Speed & Accuracy: Coursera
  • Managing Projects with AI: AI CERTs

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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