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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 California, Davis

    Beyond Basic CSS: Typography, Color, Effects, & Animation

    Skills you'll gain: Color Theory, Typography, Cascading Style Sheets (CSS), Web Content Accessibility Guidelines, Web Design, HTML and CSS, Animations, User Interface (UI) Design, Web Design and Development, Usability, Visualization (Computer Graphics)

    5
    Rating, 5 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • A

    Arizona State University

    Material Extrusion

    Skills you'll gain: Manufacturing Processes, Materials science, Mechanical Engineering, 3D Modeling, Manufacturing Operations, Equipment Design, Computer-Aided Design, Experimentation, Process Analysis, Quantitative Research

    4.9
    Rating, 4.9 out of 5 stars
    ·
    29 reviews

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Encoder-Decoder Architecture - Português Brasileiro

    Skills you'll gain: Keras (Neural Network Library), Model Deployment, Recurrent Neural Networks (RNNs), Tensorflow, Deep Learning, Applied Machine Learning

    Advanced · Course · 1 - 4 Weeks

  • U

    University of California, Davis

    Leadership in Multinational, Cross-Cultural Teams

    Skills you'll gain: Team Leadership, Intercultural Competence, Organizational Leadership, Virtual Teams, Diversity and Inclusion, Cultural Diversity, Leadership, Leadership and Management, Cultural Sensitivity, Culture, Expectation Management, Decision Making

    4.7
    Rating, 4.7 out of 5 stars
    ·
    29 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Customer Service Teams

    Skills you'll gain: Responsible AI, Team Building, Generative AI, Team Oriented, Customer experience improvement, Automation, Customer Service, AI Enablement, Cross-Functional Collaboration, Artificial Intelligence, Customer Data Management, Business Ethics, Information Privacy

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    ISO 14001 Step by Step

    Skills you'll gain: Environmental Management Systems, Environmental Policy, Corrective and Preventive Action (CAPA), Document Control, Environmental Regulations, Compliance Management, Sustainability Standards, Emergency Response, Risk Control, Compliance Auditing, Internal Auditing, Continuous Improvement Process, Performance Analysis, Employee Training, Resource Allocation

    Intermediate · Course · 3 - 6 Months

  • L

    LearnQuest

    Build AI Apps with No-Code Tools

    Skills you'll gain: Data Ethics, Predictive Modeling, No-Code Development, Model Deployment, Data Visualization, Data Presentation, Responsible AI, Data-Driven Decision-Making, Advanced Analytics, Business Intelligence, Business Analytics, Data Cleansing, Business Reporting, Global Marketing, LLM Application, AI Enablement, User Feedback, Data Preprocessing, Predictive Analytics, Data Architecture

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    GenAI for Back-End Web Developers

    Skills you'll gain: Responsible AI, Database Management, Back-End Web Development, OpenAI API, Generative AI, Performance Tuning, API Design, Prompt Engineering, Application Programming Interface (API), Databases, Artificial Intelligence, Risk Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    23 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Public Sector Efficiency: Optimizing Business Processes

    Skills you'll gain: Performance Measurement, Workflow Management, Business Process Improvement, Performance Improvement, Business Process, Process Optimization, Process Analysis, Continuous Improvement Process, Service Improvement, Key Performance Indicators (KPIs), Process Mapping, Automation, Organizational Skills, Change Management, Stakeholder Engagement

    4.1
    Rating, 4.1 out of 5 stars
    ·
    27 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Cambridge

    User experience design

    Skills you'll gain: User Experience Design, Storytelling, Design, User Centered Design, Design Thinking, Human Centered Design, Public Speaking, Design Research, Usability Testing, Empathy, Creativity, Collaboration

    Beginner · Course · 1 - 3 Months

  • U

    University of Washington

    Building Web Pages with HTML & CSS

    Skills you'll gain: GitHub, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), Version Control, Git (Version Control System), HTML and CSS, Web Design and Development, Web Development, Front-End Web Development, Web Content Accessibility Guidelines, Cloud Hosting, Debugging, Semantic Web, Web Analytics and SEO, Responsive Web Design

    4.5
    Rating, 4.5 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 4 Weeks

  • N

    Nikolai Schuler

    Microsoft Power BI Desktop - The Practical Bootcamp

    Skills you'll gain: Data Storytelling, Power BI, Interactive Data Visualization, Data Visualization, Advanced Analytics, Data Modeling, Data Transformation, Dashboard, Data Visualization Software, Data Manipulation, Data Analysis, Data Integration, Data Cleansing, Data Import/Export, Performance Tuning, Software Installation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    24 reviews

    Beginner · Course · 1 - 3 Months

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

  • Beyond Basic CSS: Typography, Color, Effects, & Animation: University of California, Davis
  • Material Extrusion: Arizona State University
  • Encoder-Decoder Architecture - Português Brasileiro: Google Cloud
  • Leadership in Multinational, Cross-Cultural Teams: University of California, Davis
  • GenAI for Customer Service Teams: Coursera
  • ISO 14001 Step by Step: Packt
  • Build AI Apps with No-Code Tools: LearnQuest
  • GenAI for Back-End Web Developers: Coursera
  • Public Sector Efficiency: Optimizing Business Processes: Coursera
  • User experience design: University of Cambridge

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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