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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


  • Status: Free Trial
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    Packt

    Agile Product Owner Level 1 – Certification & Mock Exams

    Skills you'll gain: AI Product Strategy, Agile Product Development, Jira (Software), Agile Methodology, Estimation, Backlogs, Agile Project Management, Sprint Planning, Project Management Software, User Story, ChatGPT, AI Enablement, AI Workflows, Team Management, Prioritization

    Intermediate · Course · 3 - 6 Months

  • Status: New
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    Packt

    Building, Evaluating, and Operationalizing ML Models

    Skills you'll gain: Model Evaluation, Model Deployment, Data Preprocessing, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of California, Irvine

    Productivity in Remote Work

    Skills you'll gain: Telecommuting, Virtual Teams, Collaborative Software, Productivity, Team Performance Management, Leadership, Meeting Facilitation, Employee Engagement, Collaboration, Leadership Development, Business Correspondence, People Management, Time Management, Communication, Business Writing, Communication Strategies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Intermediate Git and GitHub Workflow

    Skills you'll gain: Git (Version Control System), GitHub, Version Control, Devops Tools, Collaborative Software, Software Configuration Management, Software Development Tools, Unix Shell, Command-Line Interface, Secure Coding

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    Scrimba

    Build Reusable React Components

    Skills you'll gain: React.js, UI Components, JavaScript Frameworks, Web Development Tools, Maintainability, Javascript, Programming Principles

    Advanced · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Feature Engineering - Italiano

    Skills you'll gain: Feature Engineering, Data Preprocessing, Tensorflow, MLOps (Machine Learning Operations), Data Pipelines, Data Processing, Keras (Neural Network Library), Data Transformation, Applied Machine Learning, Machine Learning, Statistical Methods

    Intermediate · Course · 1 - 3 Months

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    O.P. Jindal Global University

    Statistical Methods and Data Analysis

    Skills you'll gain: Sampling (Statistics), Statistical Analysis, Probability Distribution, Statistical Hypothesis Testing, Descriptive Statistics, Statistical Methods, Correlation Analysis, Regression Analysis, R (Software), R Programming, Statistical Modeling, Statistical Inference, Probability, Big Data, Decision Tree Learning

    Build toward a degree

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Maryland, College Park

    Agile Process, Project, and Program Controls

    Skills you'll gain: Emotional Intelligence, Agile Project Management, Program Management, Sprint Retrospectives, Project Portfolio Management, Negotiation, Agile Methodology, Project Controls, Project Risk Management, Team Leadership, Project Management, Quality Management, Leadership, Scaled Agile Framework, User Acceptance Testing (UAT), Continuous Improvement Process, Return On Investment

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    L&T EduTech

    Planning of Hydropower Projects

    Skills you'll gain: Construction, Construction Engineering, Hydrology, Construction Management, Hydraulics, Water Resource Management, Civil Engineering, Energy and Utilities, Water Quality, Environmental Engineering, Electrical Power, Structural Engineering, Geospatial Mapping, Electric Power Systems, Engineering Analysis, Sustainable Technologies, Structural Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    Starweaver

    Energy Management for IoT Devices

    Skills you'll gain: Internet Of Things, Prototyping, Embedded Software, Energy and Utilities, Electrical Systems, Sustainable Technologies, Usability Testing, Electronic Hardware, Emerging Technologies, Communication Systems, Sustainable Development, Real Time Data, Scalability

    3.8
    Rating, 3.8 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

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    O.P. Jindal Global University

    Prescriptive Analytics

    Skills you'll gain: Microsoft Excel, Business Analytics, Operations Research, Mathematical Modeling, Analytical Skills, Forecasting, Classification Algorithms, Network Model, Advanced Analytics, Applied Machine Learning, Decision Making, Business Modeling, Team Building, Process Optimization, Case Studies

    Build toward a degree

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Discovering BI: From Warehousing to Interactive Dashboards

    Skills you'll gain: Business Intelligence, Data Warehousing, Dashboard, Databases, Data Mart, Data Analysis, Interactive Data Visualization, Business Analytics, Data-Driven Decision-Making, Star Schema, Data Visualization Software, SQL, Data Transformation

    Beginner · Course · 1 - 4 Weeks

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

  • Agile Product Owner Level 1 – Certification & Mock Exams: Packt
  • Building, Evaluating, and Operationalizing ML Models: Packt
  • Productivity in Remote Work: University of California, Irvine
  • Intermediate Git and GitHub Workflow: Packt
  • Build Reusable React Components: Scrimba
  • Feature Engineering - Italiano: Google Cloud
  • Statistical Methods and Data Analysis : O.P. Jindal Global University
  • Agile Process, Project, and Program Controls: University of Maryland, College Park
  • Planning of Hydropower Projects: L&T EduTech
  • Energy Management for IoT Devices : Starweaver

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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