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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 Colorado Boulder

    Anti-Racism

    Skills you'll gain: Community Outreach, Social Justice, Discussion Facilitation, Community Organizing, Diversity Awareness, Advocacy, Social Impact, Oral Expression, Diversity Equity and Inclusion Initiatives, Rapport Building, Community Development, Cultural Responsiveness, Diversity Training, Interviewing Skills, Cultural Sensitivity, Interpersonal Communications, Sociology, Intercultural Competence, Cultural Diversity, Social Studies

    4.6 stars, 325 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.6 (325) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Predictive Analytics & Modeling with Minitab

    Skills you'll gain: Data-Driven Decision-Making, Minitab, Regression Analysis, Predictive Modeling, Logistic Regression, Statistical Hypothesis Testing, Statistical Analysis, Scatter Plots, Correlation Analysis, Data Analysis, Analytics, Data Analysis Software, Predictive Analytics, Statistical Methods, Descriptive Statistics, Statistical Software, Statistical Modeling, Advanced Analytics, Forecasting, Business Analytics

    4.8 stars, 25 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (25) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Mastering Data Analysis with Pandas

    Skills you'll gain: Pandas (Python Package), Data Analysis, Data Manipulation, Python Programming

    4.6 stars, 182 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.6 (182) · Beginner · Guided Project · Less Than 2 Hours

  • B

    Berklee

    Musicianship: Tensions, Harmonic Function, and Modal Interchange

    Skills you'll gain: Musical Composition, Music, Music Performance, Music Theory, Instrumental Music

    4.9 stars, 405 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (405) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Optimize TensorFlow Models For Deployment with TensorRT

    Skills you'll gain: Keras (Neural Network Library), Model Optimization, Tensorflow, Deep Learning, Performance Tuning, Model Deployment, Python Programming

    4.5 stars, 77 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.5 (77) · Intermediate · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • D

    DeepLearning.AI

    PyTorch: Advanced Architectures and Deployment

    Skills you'll gain: Model Deployment, PyTorch (Machine Learning Library), Generative AI, Deep Learning, Generative Model Architectures, MLOps (Machine Learning Operations), Large Language Modeling, Model Optimization, Convolutional Neural Networks, Software Visualization, Artificial Neural Networks, Embeddings, Computer Vision

    4.9 stars, 21 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (21) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft Azure SQL

    Skills you'll gain: Database Administration, Database Theory, Microsoft Azure, Databases, Database Software, Relational Databases, MySQL, SQL, Database Management Systems, Database Management, NoSQL, Query Languages, PostgreSQL, Data Security, Data Management, Cloud Deployment

    4.6 stars, 276 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (276) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google

    Google Stakeholder Management

    Skills you'll gain: Communication Planning, Stakeholder Analysis, Project Documentation, Stakeholder Management, Team Leadership, Team Management, Team Performance Management, Stakeholder Engagement, Document Management, Team Collaboration, Collaboration, People Management, Stakeholder Communications, Team Building, Project Management, Communication Strategies, Accountability, Project Coordination, Delegation Skills, Project Planning

    4.7 stars, 98 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (98) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Data Analytics Using Python and Pandas

    Skills you'll gain: NumPy, Pandas (Python Package), Analytics, Plot (Graphics), Model Evaluation, Statistical Visualization, Jupyter, Data Analysis, Applied Machine Learning, Analytical Skills, Numerical Analysis, Model Training, Data Manipulation, Exploratory Data Analysis, Advanced Analytics, Descriptive Statistics, Linear Algebra

    Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Active Optical Devices

    Skills you'll gain: Semiconductors, Display Devices, Computer Displays, Systems Design, Electrical Engineering, Technical Design, Electronics, Electronics Engineering, Electrical and Computer Engineering, Engineering, Scientific, and Technical Instruments, Hardware Design, Equipment Design, Materials science, Electronic Components, Image Quality, Engineering Analysis, Engineering Calculations, Mathematical Modeling, Performance Testing, Physics

    3.8 stars, 119 reviews, Advanced, Specialization, 3 - 6 Months

    ★ 3.8 (119) · Advanced · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • 2

    28DIGITAL

    Automated Reasoning: satisfiability

    Skills you'll gain: Computational Logic, Deductive Reasoning, Combinatorics, Logical Reasoning, Mathematical Modeling, Operations Research, Theoretical Computer Science, Mathematical Software, Applied Mathematics, Algorithms, Linear Algebra, Model Optimization, Verification And Validation, Arithmetic

    4.8 stars, 45 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (45) · Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Decentralized Application (DApp) Development

    Skills you'll gain: Blockchain, Front-End Web Development, Application Development, Web Development, Transaction Processing, Development Testing, Frontend Integration, Cryptography, FinTech, Emerging Technologies, Software Design, HTML and CSS, Software Architecture, Test Script Development, User Interface (UI) Design, Experience Design, Javascript, Application Deployment, Payment Systems, Data Management

    4.8 stars, 24 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (24) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular applied machine learning courses

  • Anti-Racism: University of Colorado Boulder
  • Predictive Analytics & Modeling with Minitab: EDUCBA
  • Mastering Data Analysis with Pandas: Coursera
  • Musicianship: Tensions, Harmonic Function, and Modal Interchange: Berklee
  • Optimize TensorFlow Models For Deployment with TensorRT: Coursera
  • PyTorch: Advanced Architectures and Deployment: DeepLearning.AI
  • Microsoft Azure SQL: Microsoft
  • Google Stakeholder Management: Google
  • Apply Data Analytics Using Python and Pandas: EDUCBA
  • Active Optical Devices: University of Colorado Boulder

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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