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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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    Coursera

    Optimize AI: Build Reusable Model Pipelines

    Skills you'll gain: Model Optimization, Model Deployment, AI Workflows, Scikit Learn (Machine Learning Library), Model Evaluation, Data Preprocessing, Version Control

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    E

    EDUCBA

    Logistic Regression with SAS: Build & Evaluate Models

    Skills you'll gain: Logistic Regression, Feature Engineering, Model Evaluation, SAS (Software), Data Preprocessing, Predictive Modeling, Classification Algorithms, Performance Analysis, Statistical Modeling, Regression Analysis, Predictive Analytics, Analysis, Statistical Methods, Business Analysis, Data Cleansing, Data Transformation, Model Optimization, Insurance

    Mixed · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Host a Quiz Review with Blooket

    Skills you'll gain: Education Software and Technology, Test Tools

    4.7
    Rating, 4.7 out of 5 stars
    ·
    23 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
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    Status: Free Trial
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    Microsoft

    Advanced Analytics & AI Optimization with Microsoft Fabric

    Skills you'll gain: Power BI, Microsoft Copilot, Model Optimization, Data Lakes, Data Architecture, Process Optimization, Enterprise Modeling, Process Improvement and Optimization, Real Time Data, Data Modeling, AI Integrations, Performance Tuning, Machine Learning Software, Natural Language Processing

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    EDUCBA

    Investment Portfolio Analytics and Risk Management

    Skills you'll gain: Portfolio Risk, Portfolio Management, Derivatives, Investment Management, Asset Management, Investments, Equities, Risk Management, Financial Management, Financial Market, Financial Trading, Risk Mitigation, Market Data, Data Import/Export, Financial Data, Return On Investment, Data Entry, Financial Analysis, Data Maintenance, Financial Reporting

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Immersify

    Every Second Counts: Advanced and Emergency Clinical Skills

    Skills you'll gain: Blood Collection, Phlebotomy, Medication Administration, Healthcare Ethics, Automated External Defibrillator, Life Support, Cardiopulmonary Resuscitation (CPR), Emergency and Intensive Care, Bloodborne Pathogens, Emergency Medicine, Laboratory Testing, Respiratory Care, Pathology, Airway Management, Defibrillation, Diagnostic Tests, Direct Patient Care, Critical Thinking and Problem Solving, Decision Making, Critical Thinking

    4.9
    Rating, 4.9 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Board Infinity

    Key Industry 4.0 Technologies in Manufacturing - 1

    4.5
    Rating, 4.5 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    EDUCBA

    Brick Breaker Game Development with MonoGame

    Skills you'll gain: Video Game Development, Game Design, Animation and Game Design, Program Development, C# (Programming Language), User Interface (UI)

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Coursera

    Statistical and Predictive Modeling for Finance

    Skills you'll gain: Risk Modeling, Descriptive Statistics, Financial Modeling, Regression Analysis, Statistical Modeling, Financial Analysis, Decision Tree Learning, Credit Risk, Lending and Underwriting, Predictive Modeling, Predictive Analytics, Commercial Lending, Portfolio Management, Statistics, Portfolio Risk, Statistical Analysis, Statistical Methods, Performance Metric, Model Evaluation, Supervised Learning

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Coursera

    Career Development for Multimodal Intelligence

    Skills you'll gain: Multimodal Prompts, Vision Transformer (ViT), Generative Model Architectures, Model Optimization, MLOps (Machine Learning Operations), Generative AI, AI Integrations, Large Language Modeling, Model Deployment, Tensorflow, PyTorch (Machine Learning Library), Embeddings, Retrieval-Augmented Generation, Image Analysis, Deep Learning, Applied Machine Learning, Computer Vision, Natural Language Processing, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Automatic Data Processing, Inc. (ADP)

    Valuing Excellence

    Skills you'll gain: Team Building, Team Performance Management, Team Management, Teamwork, Team Leadership, Team Motivation, Productivity, Team Collaboration, Recognizing Others, Collaboration, Drive Engagement, Professional Development, Employee Engagement, Leadership, Goal Setting, Ideation, Discussion Facilitation, Coaching, Storytelling, Mindfulness

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    EDUCBA

    Software Project Management Skills

    Skills you'll gain: Software Development Methodologies, Scheduling, Stakeholder Engagement, Scope Management, Team Management, Project Schedules, Systems Development Life Cycle, Stakeholder Management, Agile Software Development, Team Performance Management, Project Scoping, Project Management, Project Risk Management, Change Control, Team Leadership, Organizational Leadership, Risk Management, Timelines, Project Coordination, Agile Project Management

    Mixed · Course · 1 - 3 Months

1…648649650…834

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

  • Optimize AI: Build Reusable Model Pipelines: Coursera
  • Logistic Regression with SAS: Build & Evaluate Models: EDUCBA
  • Host a Quiz Review with Blooket: Coursera
  • Advanced Analytics & AI Optimization with Microsoft Fabric: Microsoft
  • Investment Portfolio Analytics and Risk Management: EDUCBA
  • Every Second Counts: Advanced and Emergency Clinical Skills: Immersify
  • Key Industry 4.0 Technologies in Manufacturing - 1: Board Infinity
  • Brick Breaker Game Development with MonoGame: EDUCBA
  • Statistical and Predictive Modeling for Finance: Coursera
  • Career Development for Multimodal Intelligence: Coursera

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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