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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 Illinois Urbana-Champaign

    Sustainable Business Enterprises

    Skills you'll gain: Sustainable Business, Sustainable Development, Corporate Sustainability, Product Development, Environmental Social And Corporate Governance (ESG), Sustainability Reporting, Consumer Behaviour, Product Design, Environmental Issue, New Product Development, Innovation, Design Thinking, Market Opportunities, Business Strategies, Customer Analysis, Market Research, Business Development, Value Propositions, Communication Strategies

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
    ·
    145 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    GenAI and LLMs on AWS

    Skills you'll gain: Amazon Bedrock, Model Deployment, Large Language Modeling, MLOps (Machine Learning Operations), Amazon Web Services, AI Security, AI Workflows, Continuous Monitoring, Data Ethics, Responsible AI, Application Deployment, Generative AI, Serverless Computing, Cloud Computing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    25 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    K

    Kotter

    The Science of Change

    Skills you'll gain: Organizational Change, Change Management, Organizational Development, Organizational Leadership, Business Transformation, Business Leadership, Organizational Structure, Culture Transformation, Leadership and Management, Leadership Development, Overcoming Obstacles, Case Studies, Organizational Strategy, Strategic Leadership, People Management, Industrial and Organizational Psychology, Leadership, Goal Setting, Adaptability, Lifelong Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    63 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    Universidad de los Andes

    Desarrollo y Diseño de Videojuegos

    Skills you'll gain: Game Design, Video Game Development, Scrum (Software Development), Unity Engine, Value Propositions, Animations, Functional Specification, Sprint Retrospectives, Business Modeling, Agile Methodology, 3D Assets, Agile Software Development, Animation and Game Design, Software Design Documents, Software Development Methodologies, Customer Analysis, Interaction Design, Software Documentation, User Interface (UI), Virtual Environment

    4.5
    Rating, 4.5 out of 5 stars
    ·
    390 reviews

    Intermediate · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Using the Natural Language API from Google Docs

    Skills you'll gain: Google Cloud Platform, Google Workspace, Natural Language Processing, Scripting, Cloud API, Document Management, Machine Learning

    Intermediate · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Microsoft Azure Security Engineer Associate (AZ-500)

    Skills you'll gain: Azure Active Directory, Data Security, Multi-Factor Authentication, Microsoft Azure, Role-Based Access Control (RBAC), Cloud Security, Active Directory, Threat Modeling, Security Strategy, Data Storage, Database Architecture and Administration, Virtual Machines, Infrastructure Security, Kubernetes, Continuous Monitoring, Web Applications, Cyber Governance, System Monitoring, Network Security, Authentications

    4.5
    Rating, 4.5 out of 5 stars
    ·
    139 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Preview
    Preview
    S

    Starweaver

    Personal Productivity, Time Management and Prioritization

    Skills you'll gain: Prioritization, Productivity, Strategic Prioritization, Productivity Software, Ability To Meet Deadlines, Personal Development, Workflow Management, Goal Setting

    4.7
    Rating, 4.7 out of 5 stars
    ·
    380 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    G

    Google Cloud

    BigQuery ML を推論に使用する

    Skills you'll gain: Data Analysis, Applied Machine Learning, Model Deployment, Machine Learning, Predictive Modeling, Machine Learning Algorithms

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    D

    DeepLearning.AI

    LangChain Chat with Your Data

    Skills you'll gain: Retrieval-Augmented Generation, LangChain, LLM Application, ChatGPT, Large Language Modeling, Embeddings, Data Processing, Data Import/Export, Vector Databases, Prompt Engineering, Document Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    657 reviews

    Beginner · Project · Less Than 2 Hours

  • P

    Packt

    Satellite Remote Sensing Data Bootcamp With Opensource Tools

    Skills you'll gain: Geospatial Information and Technology, Geospatial Mapping, Spatial Data Analysis, Geographic Information Systems, Unsupervised Learning, Image Analysis, Machine Learning, R Programming, Data Processing, Data Preprocessing, Classification Algorithms, Data Transformation, Dimensionality Reduction

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    G

    Goldman Sachs

    Grow Your Business with Goldman Sachs 10,000 Women

    Skills you'll gain: Market Opportunities, Business Planning, Feasibility Studies, Growth Strategies, Business Development, Business Strategies, Strategic Thinking, Entrepreneurship, Business Analytics, Goal Setting, Peer Review, Innovation, Professional Networking

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.1K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    Università di Napoli Federico II

    Python per la Data Science

    Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, NumPy, Image Analysis, Pandas (Python Package), Matplotlib, Artificial Neural Networks, Deep Learning, Computer Vision, Transfer Learning, Keras (Neural Network Library), Jupyter, Data Manipulation, Machine Learning Methods, Scikit Learn (Machine Learning Library), Model Evaluation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Sustainable Business Enterprises: University of Illinois Urbana-Champaign
  • GenAI and LLMs on AWS: Duke University
  • The Science of Change: Kotter
  • Desarrollo y Diseño de Videojuegos: Universidad de los Andes
  • Using the Natural Language API from Google Docs: Google Cloud
  • Microsoft Azure Security Engineer Associate (AZ-500): Microsoft
  • Personal Productivity, Time Management and Prioritization: Starweaver
  • BigQuery ML を推論に使用する: Google Cloud
  • LangChain Chat with Your Data: DeepLearning.AI
  • Satellite Remote Sensing Data Bootcamp With Opensource Tools: Packt

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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