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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 Colorado Boulder

    ANOVA and Experimental Design

    Skills you'll gain: Statistical Hypothesis Testing, Experimentation, Research Design, Statistical Methods, Statistical Analysis, Data Ethics, General Science and Research, Statistical Modeling, Data Science, Data Analysis, Quantitative Research, Regression Analysis, Statistical Inference, Probability & Statistics, Mathematical Modeling, Linear Algebra, Calculus

    4 stars, 23 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4 (23) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of California, Irvine

    Cluster Analysis, Association Mining, and Model Evaluation

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Regression Analysis, Data Mining, Predictive Modeling, Predictive Analytics, Anomaly Detection, Statistical Methods, Fraud detection, Machine Learning, Machine Learning Algorithms, Correlation Analysis, Scatter Plots, Market Analysis, Classification Algorithms

    4.5 stars, 47 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (47) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Project Planning and Productivity Mastery

    Skills you'll gain: Project Implementation, Resource Allocation, Project Controls, Project Management Office (PMO), Workflow Management, Resource Utilization, Resource Management, Issue Tracking, Productivity, Project Management, Requirements Management, Capacity Planning, Project Planning, Operations Management, Planning, Scheduling, Incident Management, Governance, Release Management, Change Management

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Getting Started with Amazon Personalize

    Skills you'll gain: AI Personalization, Amazon Web Services, Personalized Campaigns, Applied Machine Learning

    Beginner · Course · 1 - 4 Weeks

    Category: Free
    Free
  • U

    University of California, Santa Cruz

    Bayesian Statistics: Mixture Models

    Skills you'll gain: R Programming, Statistical Programming, R (Software), Statistical Modeling, Bayesian Statistics, Statistical Software, Markov Model, Mathematical Modeling, Statistical Methods, Statistical Inference, Sampling (Statistics), Simulations, Probability Distribution, Classification Algorithms

    4.5 stars, 63 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (63) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    R: Design & Evaluate Random Forests for Attrition

    Skills you'll gain: Model Evaluation, Data Preprocessing, Model Optimization, People Analytics, Model Training, Random Forest Algorithm, R Programming, Workforce Management, Predictive Analytics, Decision Tree Learning, R (Software), Classification Algorithms

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • C

    Codio

    Tools for Security Specialists

    Skills you'll gain: Computer Security Incident Management, Endpoint Security, Incident Management, Incident Response, ISO/IEC 27001, Security Management, Vulnerability Scanning, Digital Forensics, Risk Management, Risk Management Framework, Personally Identifiable Information, Linux, Linux Administration, Infrastructure Security, Authorization (Computing), Network Security, Threat Management, Event Monitoring, Role-Based Access Control (RBAC), Security Strategy

    4.7 stars, 71 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (71) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of California, Irvine

    Data Science Fundamentals

    Skills you'll gain: Social Media Analytics, Analytical Skills, Data Ethics, Predictive Modeling, Model Evaluation, Unsupervised Learning, Natural Language Processing, Predictive Analytics, Regression Analysis, Data Mining, Data Science, Social Media, Text Mining, Anomaly Detection, Business Analytics, Decision Tree Learning, Big Data, Analytics, Supervised Learning, Cloud Computing

    4.3 stars, 264 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.3 (264) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Analyze Commercial Banking & Customer Strategy

    Skills you'll gain: Commercial Banking, Banking, Retail Banking, Banking Services, Financial Inclusion, Commercial Lending, Bank Regulations, Customer Relationship Building, Customer Analysis, Consumer Lending, Financial Regulation, Customer Relationship Management, Financial Services, Financial Industry Regulatory Authorities, Case Studies, Customer Complaint Resolution, Competitive Analysis, Relationship Management, Regulatory Compliance, Technology Strategies

    4.9 stars, 12 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.9 (12) · Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    XHTML - Advanced Server Side Programming with PHP

    4.9 stars, 14 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (14) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Flutter Fundamentals to Build Interactive Apps

    Skills you'll gain: Interaction Design

    4.8 stars, 12 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (12) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Neural Networks for Car Price Prediction

    Skills you'll gain: Exploratory Data Analysis, Feature Engineering, Data Analysis, Data Preprocessing, Model Evaluation, Data Import/Export, Data Transformation, Predictive Modeling, Applied Machine Learning, Statistical Methods, Regression Analysis, Model Training, Model Optimization, Artificial Neural Networks

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular applied machine learning courses

  • ANOVA and Experimental Design: University of Colorado Boulder
  • Cluster Analysis, Association Mining, and Model Evaluation: University of California, Irvine
  • Project Planning and Productivity Mastery: EDUCBA
  • Getting Started with Amazon Personalize: Amazon Web Services
  • Bayesian Statistics: Mixture Models: University of California, Santa Cruz
  • R: Design & Evaluate Random Forests for Attrition: EDUCBA
  • Tools for Security Specialists: Codio
  • Data Science Fundamentals: University of California, Irvine
  • Analyze Commercial Banking & Customer Strategy: EDUCBA
  • XHTML - Advanced Server Side Programming with PHP: EDUCBA

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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