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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


  • I

    IBM

    Data Science Methodology

    Skills you'll gain: Data Cleansing, Data Manipulation, Jupyter, Data Preprocessing, Data Wrangling, Business Analysis, Model Deployment, Model Evaluation, Data Modeling, Business Research, Data Science, Data Collection, Data Quality, Data Analysis, Model Training, Data Mining

    4.6 stars, 21K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (21K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Linear Regression with Python

    Skills you'll gain: Model Training, Regression Analysis, NumPy, Machine Learning Algorithms, Machine Learning, Model Optimization, Deep Learning, Data Science, Python Programming

    4.6 stars, 441 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.6 (441) · Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    AI Governance and Privacy Professional Certification (AIGP)

    Skills you'll gain: Responsible AI, Data Ethics, AI Security, General Data Protection Regulation (GDPR), Information Privacy, Law, Regulation, and Compliance, Governance, Data Governance, Model Deployment, Compliance Management, Artificial Intelligence and Machine Learning (AI/ML), Personally Identifiable Information, AI literacy, Legal Risk, Risking, Decision Intelligence, Governance Risk Management and Compliance, Regulation and Legal Compliance, Machine Learning, Risk Management

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • D

    DeepLearning.AI

    Natural Language Processing with Sequence Models

    Skills you'll gain: Natural Language Processing, Recurrent Neural Networks (RNNs), Large Language Modeling, Artificial Neural Networks, Deep Learning, Tensorflow, Text Mining, Embeddings, Generative Model Architectures, Machine Learning Methods, Model Training, Network Architecture

    4.5 stars, 1.2K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (1.2K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Virginia

    Agile Development

    Skills you'll gain: Usability Testing, Agile Product Development, User Story, Continuous Delivery, Persona Development, Agile Software Development, Sprint Planning, Peer Review, Agile Methodology, Product Testing, Agile Project Management, Team Performance Management, Team Management, Product Improvement, User Interface (UI), Software Architecture, Design Thinking, Customer Analysis, Product Development, Persona (User Experience)

    4.7 stars, 4.9K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (4.9K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • G

    Google Cloud

    Google Cloud Digital Leader Training

    Skills you'll gain: Responsible AI, Agentic Workflows, Data Architecture, Cloud Security, Cloud Management, Digital Transformation, Data Governance, Cloud Storage, Google Cloud Platform, Data Strategy, Data Storage, Agentic systems, Cloud Infrastructure, Site Reliability Engineering, Data Warehousing, Cloud Platforms, Cloud Services, Service Level, Cloud Standards, Cloud Hosting

    4.8 stars, 4.9K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.8 (4.9K) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • A

    Arizona State University

    Learn English Now: Academic and Professional Persuasion

    Skills you'll gain: Persuasive Communication, Critical Thinking, Report Writing, Communication, Writing, Deductive Reasoning, Concision, Communication Strategies, Analytical Skills, Research, Decision Making, Problem Solving, Emotional Intelligence

    Advanced · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C
    U

    Multiple educators

    AI Foundations for Executive Decision-Making

    Skills you'll gain: Leadership Studies, Machine Learning, Decision Intelligence, Organizational Leadership, Plan Execution, AI Integrations, AI literacy, Organizational Strategy, Unsupervised Learning, Team Leadership, Artificial Neural Networks, Business Strategy, Leadership, Management Training And Development, Governance, Risk Analysis, Corporate Strategy, Model Evaluation, Auditing, Risk Management Framework

    4.7 stars, 1.4K reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (1.4K) · Beginner · Specialization · 1 - 3 Months

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

    EDUCBA

    Microsoft Excel Mastery: From Basics to Pro Skills

    Skills you'll gain: Microsoft Excel, Pivot Tables And Charts, Excel Formulas, Spreadsheet Software, Data Analysis Expressions (DAX), Business Reporting, Data Visualization, Interactive Data Visualization, Excel Macros, Data Presentation, Dashboard, Forecasting, Management Reporting, Analytics, Advanced Analytics, Data Analysis, Business Analytics, Chart.js, Data Validation, Analysis

    4.8 stars, 151 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (151) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Data Cleaning, Transformation, and Manipulation

    Skills you'll gain: Data Preprocessing, Pandas (Python Package), Data Wrangling, Feature Engineering, Data Cleansing, Data Manipulation, Data Transformation, Data Analysis, Data Integration, Data Quality, Dimensionality Reduction, Applied Machine Learning

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Stanford Online

    Probabilistic Graphical Models 2: Inference

    Skills you'll gain: Bayesian Network, Machine Learning Methods, Statistical Inference, Markov Model, Statistical Machine Learning, Graph Theory, Sampling (Statistics), Applied Machine Learning, Statistical Methods, Probability & Statistics, Algorithms, Probability Distribution, Machine Learning Algorithms

    4.6 stars, 491 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.6 (491) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    TOGAF 10 Foundation

    Skills you'll gain: Enterprise Architecture, Stakeholder Management, Business Architecture, Stakeholder Engagement, Risk Management, Information Technology Architecture, Stakeholder Analysis, Enterprise Modeling, Stakeholder Communications, Data Architecture, Governance, Infrastructure Architecture, Gap Analysis, Business Transformation, Change Management, Information Systems

    4.5 stars, 439 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (439) · Beginner · Course · 1 - 4 Weeks

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

  • Data Science Methodology: IBM
  • Linear Regression with Python: Coursera
  • AI Governance and Privacy Professional Certification (AIGP): Packt
  • Natural Language Processing with Sequence Models: DeepLearning.AI
  • Agile Development: University of Virginia
  • Google Cloud Digital Leader Training: Google Cloud
  • Learn English Now: Academic and Professional Persuasion: Arizona State University
  • AI Foundations for Executive Decision-Making: Coursera
  • Microsoft Excel Mastery: From Basics to Pro Skills: EDUCBA
  • Data Cleaning, Transformation, and Manipulation: 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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