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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


  • A

    Amazon

    Introduction to Software Development

    Skills you'll gain: Software Development Life Cycle, Object Oriented Programming (OOP), Java Programming, Java, Program Development, Software Development, Development Environment, Integrated Development Environments, Programming Principles

    4.5
    Rating, 4.5 out of 5 stars
    ·
    376 reviews

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Linear Algebra: Orthogonality and Diagonalization

    Skills you'll gain: Linear Algebra, Artificial Intelligence and Machine Learning (AI/ML), Numerical Analysis, Geometry, Applied Mathematics, Algebra, Mathematical Modeling

    4.9
    Rating, 4.9 out of 5 stars
    ·
    46 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Optical Engineering

    Skills you'll gain: Electrical Engineering, electromagnetics, Performance Tuning, Image Quality, Engineering, Scientific, and Technical Instruments, Simulation and Simulation Software, Engineering Calculations, Design Software, Image Analysis, Engineering Analysis, Computer-Aided Design, Engineering Design Process, Numerical Analysis, Electronic Components, System Design and Implementation, Systems Design, Human Factors, Applied Mathematics, Physics, System Configuration

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
    ·
    377 reviews

    Advanced · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Natural Language Processing on Google Cloud

    Skills you'll gain: Natural Language Processing, Transfer Learning, Tensorflow, Google Cloud Platform, Recurrent Neural Networks (RNNs), Embeddings, Deep Learning, AI Workflows, Artificial Neural Networks, Feature Engineering, Model Evaluation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    540 reviews

    Advanced · Course · 1 - 3 Months

  • K

    Kennesaw State University

    Writing Professional Email and Memos (Project-Centered Course)

    Skills you'll gain: Peer Review, Grammar, Business Writing, Business Correspondence, Writing, Editing, Proofreading, Concision, Taking Meeting Minutes, Professionalism, Business Communication, Target Audience, Constructive Feedback

    4.3
    Rating, 4.3 out of 5 stars
    ·
    456 reviews

    Mixed · Course · 1 - 3 Months

  • G

    Google Cloud

    Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate en Español

    Skills you'll gain: Data Lakes, Google Cloud Platform, Data Pipelines, Apache Kafka, Model Deployment, Data Processing, Dataflow, Big Data, Extract, Transform, Load, Apache Spark, Systems Design, Real Time Data, Data Integration, Data Warehousing, Data Infrastructure, Data Architecture, MLOps (Machine Learning Operations), Tensorflow, Data Management, Metadata Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    817 reviews

    Intermediate · Specialization · 3 - 6 Months

  • I

    IBM

    Introduction to R Programming for Data Science

    Skills you'll gain: Data Manipulation, Web Scraping, R Programming, Data Analysis, Data Science, Data Structures, Data Import/Export, Exploratory Data Analysis, Programming Principles, Jupyter, Integrated Development Environments

    4.5
    Rating, 4.5 out of 5 stars
    ·
    613 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Columbia University

    Introduction to Financial Engineering and Risk Management

    Skills you'll gain: Financial Market, Securities (Finance), Derivatives, Mathematical Modeling, Applied Mathematics, Capital Markets, Futures Exchange, Equities, Financial Modeling, Probability, Risk Management, Portfolio Management, Probability Distribution, Cash Flows

    4.7
    Rating, 4.7 out of 5 stars
    ·
    320 reviews

    Intermediate · Course · 1 - 3 Months

  • I

    IBM

    Project: Generative AI Applications with RAG and LangChain

    Skills you'll gain: Vector Databases, LLM Application, Retrieval-Augmented Generation, Generative AI, Embeddings, Document Management, Natural Language Processing, User Interface (UI)

    4.8
    Rating, 4.8 out of 5 stars
    ·
    219 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Pennsylvania

    Culture-Driven Team Building

    Skills you'll gain: Diversity Programs, Team Building, Diversity and Inclusion, Diversity Awareness, Team Management, Diversity Equity and Inclusion Initiatives, Goal Setting, Intercultural Competence, Emotional Intelligence, Team Leadership, Team Performance Management, Workplace inclusivity, Systems Thinking, Team Motivation, Presentations, Cognitive flexibility, Culture, Case Studies, Collaboration, Cultural Diversity

    4.6
    Rating, 4.6 out of 5 stars
    ·
    1.2K reviews

    Beginner · Specialization · 3 - 6 Months

  • I

    Intel

    AI Essentials

    Skills you'll gain: Artificial Intelligence, AI Enablement, Discussion Facilitation, Company, Product, and Service Knowledge, Responsible AI, Machine Learning, Data Analysis, Business Research, B2B Sales

    4.4
    Rating, 4.4 out of 5 stars
    ·
    742 reviews

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Algorithms for DNA Sequencing

    Skills you'll gain: Bioinformatics, Molecular Biology, Computational Thinking, Data Structures, Python Programming, Data Analysis, Algorithms, Life Sciences

    4.7
    Rating, 4.7 out of 5 stars
    ·
    932 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Introduction to Software Development: Amazon
  • Linear Algebra: Orthogonality and Diagonalization: Johns Hopkins University
  • Optical Engineering: University of Colorado Boulder
  • Natural Language Processing on Google Cloud: Google Cloud
  • Writing Professional Email and Memos (Project-Centered Course): Kennesaw State University
  • Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate en Español: Google Cloud
  • Introduction to R Programming for Data Science: IBM
  • Introduction to Financial Engineering and Risk Management: Columbia University
  • Project: Generative AI Applications with RAG and LangChain: IBM
  • Culture-Driven Team Building: University of Pennsylvania

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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