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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: New
    New
    Status: Free Trial
    Free Trial
    P

    Pearson

    Certified Associate in Project Management (CAPM)® Exam

    Skills you'll gain: Requirements Elicitation, Cost Estimation, Agile Project Management, Business Analysis, Stakeholder Management, Project Management, Project Risk Management, Project Scoping, Quality Management, Work Breakdown Structure, Project Management Life Cycle, Cost Management, Project Planning, Project Management Institute (PMI) Methodology, Risk Management, Project Schedules, Agile Methodology, Technical Management, Personalized Service, Learning Styles

    4.5
    Rating, 4.5 out of 5 stars
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    32 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    University of Michigan

    Building Web Applications in Django

    Skills you'll gain: Django (Web Framework), Object-Relational Mapping, Model View Controller, Data Modeling, Database Development, Database Design, Object Oriented Programming (OOP), Web Applications, Web Development, SQL, Hypertext Markup Language (HTML), Application Security, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    784 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    University of Pennsylvania

    Retail Marketing Strategy

    Skills you'll gain: Customer experience strategy (CX), Brand Strategy, Retail Store Operations, Marketing Strategies, Customer Insights, Brand Loyalty, Merchandise Displays, Global Marketing, Market Trend, Consumer Behaviour, Competitive Analysis, Business Strategy, Innovation, E-Commerce

    4.8
    Rating, 4.8 out of 5 stars
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    291 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Duke University

    Cloud Virtualization, Containers and APIs

    Skills you'll gain: Cloud Deployment, Cloud-Native Computing, Cloud Applications, Cloud Platforms, Microservices, Cloud Computing, DevOps, Kubernetes, Continuous Delivery, Containerization, Amazon Web Services, Serverless Computing, Virtual Machines, Performance Testing, System Monitoring, Flask (Web Framework)

    4.4
    Rating, 4.4 out of 5 stars
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    132 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    K

    Kotter

    The Science – and Neuroscience – of Change

    Skills you'll gain: Organizational Change, Change Management, Organizational Development, Organizational Leadership, Business Leadership, Organizational Structure, Leadership Development, Case Studies, Industrial and Organizational Psychology, Human Relations Movement, Adaptability, Dealing With Ambiguity, Lifelong Learning, Neurology

    4.6
    Rating, 4.6 out of 5 stars
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    35 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Coursera

    Operationalizing ML Models: MLOps for Scalable AI

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, CI/CD, Continuous Deployment, Docker (Software), Kubernetes, Containerization, AI Workflows, Scalability, DevOps, Model Evaluation, Anomaly Detection, Continuous Monitoring, Version Control

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    Key Industry 4.0 Technologies in Manufacturing - 2

    Skills you'll gain: Cloud Computing, Cloud Computing Architecture, Cloud Deployment, Cybersecurity, Manufacturing Processes, Manufacturing and Production, Augmented and Virtual Reality (AR/VR), Blockchain, Cloud Security, Cyber Attacks, Production Process, Emerging Technologies, Augmented Reality, Artificial Intelligence and Machine Learning (AI/ML), Virtual Reality, Artificial Intelligence, Big Data, Real Time Data, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Introducción a las Simulaciones PhET para la Educación STEM

    Skills you'll gain: Interactive Learning, Education Software and Technology, Pedagogy, Mathematics Education, Digital pedagogy, Simulation and Simulation Software, Science and Research, Interactive Design

    4.9
    Rating, 4.9 out of 5 stars
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    624 reviews

    Beginner · Course · 1 - 3 Months

  • H

    H2O.ai

    DataPrep for H2O Driverless AI

    Skills you'll gain: Supervised Learning, Data Preprocessing, Machine Learning, Machine Learning Algorithms, Time Series Analysis and Forecasting, Data Quality, Unsupervised Learning, Data Cleansing, Data Analysis, Feature Engineering, Data Transformation, Data Manipulation, Model Evaluation, Exploratory Data Analysis, Classification Algorithms, Regression Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Data Structures and Algorithms: The Complete Masterclass

    Skills you'll gain: Data Structures, Algorithms, Graph Theory, Programming Principles, Theoretical Computer Science, Computer Science, Computer Programming, Python Programming, Pandas (Python Package), Machine Learning Algorithms, Computational Thinking, C++ (Programming Language), Data Architecture, Random Forest Algorithm, Performance Tuning, Object Oriented Programming (OOP), Network Analysis, Program Development, Problem Solving, Debugging

    4.5
    Rating, 4.5 out of 5 stars
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    37 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    Deep Teaching Solutions

    Critical Thinking: A Brain-Based Guide for the ChatGPT Era

    Skills you'll gain: Logical Reasoning, Mental Concentration, Innovation, Social Sciences, Behavioral Economics, Artificial Intelligence, Persuasive Communication, Verbal Communication Skills, Self-Awareness, Scientific Methods

    4.7
    Rating, 4.7 out of 5 stars
    ·
    173 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Python and Pandas for Data Engineering

    Skills you'll gain: Pandas (Python Package), Version Control, Git (Version Control System), Data Manipulation, Software Development Tools, Development Environment, Data Structures, Python Programming, Data Analysis Software, NumPy, Virtual Environment

    4.6
    Rating, 4.6 out of 5 stars
    ·
    265 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Certified Associate in Project Management (CAPM)® Exam: Pearson
  • Building Web Applications in Django: University of Michigan
  • Retail Marketing Strategy: University of Pennsylvania
  • Cloud Virtualization, Containers and APIs: Duke University
  • The Science – and Neuroscience – of Change: Kotter
  • Operationalizing ML Models: MLOps for Scalable AI: Coursera
  • Key Industry 4.0 Technologies in Manufacturing - 2: Board Infinity
  • Introducción a las Simulaciones PhET para la Educación STEM: University of Colorado Boulder
  • DataPrep for H2O Driverless AI: H2O.ai
  • Data Structures and Algorithms: The Complete Masterclass: 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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