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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 Illinois Urbana-Champaign

    Personalized Nutrition, Policy, and Food Regulations

    Skills you'll gain: Health Equity, Health Disparities, Social Determinants Of Health, Nutrition and Diet, Good Manufacturing Practices, Food Quality Assurance And Control, Nutrition Education, AI Personalization, Food Safety and Sanitation, Policy Development, Clinical Nutrition, Regulatory Affairs, Public Health, Regulatory Compliance, Health Policy, Health Informatics, Advocacy, Health Assessment, Health Technology, Microbiology

    4.5
    Rating, 4.5 out of 5 stars
    ·
    51 reviews

    Intermediate · Specialization · 3 - 6 Months

  • I

    IBM

    Data Engineering Capstone Project

    Skills you'll gain: Data Warehousing, MongoDB, IBM Cognos Analytics, Extract, Transform, Load, NoSQL, Apache Spark, IBM DB2, Big Data, Dashboard, Business Intelligence, PySpark, Data Pipelines, Analytics, Databases, Database Design, Data Architecture, Apache Airflow, Relational Databases, SQL, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    142 reviews

    Advanced · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Introduction to AI: Key Concepts and Applications

    Skills you'll gain: AI Enablement, Model Evaluation, Performance Metric, Artificial Intelligence and Machine Learning (AI/ML), Strategic Leadership, Responsible AI, Machine Learning Algorithms, Data Quality, Model Deployment, Algorithms, Data Validation, Random Forest Algorithm, Resource Utilization, System Requirements, Statistical Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    25 reviews

    Intermediate · Course · 1 - 3 Months

  • S

    SkillUp

    Product Owner Certification [PSPO I] Preparation

    Skills you'll gain: AI Product Strategy, Backlogs, Agile Product Development, Stakeholder Communications, Product Roadmaps, Virtual Teams, Stakeholder Management, Agile Project Management, Product Strategy, Agile Methodology, User Story, Communication, Cross-Functional Collaboration, Product Lifecycle Management, Product Management, Negotiation, Product Requirements, Conflict Management, Sprint Planning, Scaled Agile Framework

    4.6
    Rating, 4.6 out of 5 stars
    ·
    200 reviews

    Beginner · Specialization · 3 - 6 Months

  • P

    Politecnico di Milano

    Fundamentals of financial and management accounting

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Accounting, Financial Reporting, Management Accounting, Financial Accounting, Financial Analysis, Balance Sheet, Capital Budgeting, Cost Accounting, Income Statement, Profit and Loss (P&L) Management, Cost Management, Operating Cost, Cash Flows, Capital Expenditure, Decision Making

    4.7
    Rating, 4.7 out of 5 stars
    ·
    745 reviews

    Beginner · Course · 1 - 3 Months

  • L

    L&T EduTech

    Mastering Geospatial Analysis with QGIS

    Skills you'll gain: Spatial Analysis, GIS Software, Spatial Data Analysis, Geospatial Mapping, Geographic Information Systems, Building Information Modeling, Data Manipulation, Global Positioning Systems, Network Analysis, Image Analysis, Data Import/Export, Unsupervised Learning, Software Installation, Supervised Learning, UI Components

    4
    Rating, 4 out of 5 stars
    ·
    44 reviews

    Advanced · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Association Rules Analysis

    Skills you'll gain: Unsupervised Learning, Anomaly Detection, Data Preprocessing, Data Mining, Applied Machine Learning, Feature Engineering, Exploratory Data Analysis, Data Analysis, Algorithms

    4.8
    Rating, 4.8 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of California, Irvine

    Emerging Trends & Technologies in the Virtual K-12 Classroom

    Skills you'll gain: Education Software and Technology, Learning Management Systems, Collaborative Software, Digital pedagogy, Teaching, Augmented Reality, Game Design, Virtual Environment, Emerging Technologies, Information Privacy, Social Media

    4.6
    Rating, 4.6 out of 5 stars
    ·
    667 reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Western Australia

    Gender Equality

    Skills you'll gain: Diversity Awareness, Workplace inclusivity, Diversity Equity and Inclusion Initiatives, Social Justice, Disabilities, Sociology, Law, Regulation, and Compliance, Advocacy, Policty Analysis, Research, and Development, Public Policies, Research

    4.6
    Rating, 4.6 out of 5 stars
    ·
    201 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    AI for Lawyers and Other Advocates

    Skills you'll gain: Delegation Skills, Legal Technology, Critical Thinking, Responsible AI, Time Management, AI Enablement, Artificial Intelligence, Experimentation, Advocacy, Legal Strategy, AI Workflows, Email Automation, Lifelong Learning, Professional Development, Constructive Feedback, Leadership, Creativity, Presentations, Generative AI, Communication

    4.6
    Rating, 4.6 out of 5 stars
    ·
    73 reviews

    Beginner · Specialization · 1 - 3 Months

  • G

    Google Cloud

    Introduction to Generative AI - Italiano

    Skills you'll gain: Generative AI, Google Gemini, Artificial Intelligence, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
    ·
    20 reviews

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Foundational Mathematics for AI

    Skills you'll gain: Descriptive Statistics, Linear Algebra, Exploratory Data Analysis, Data-Driven Decision-Making, Data Analysis, Artificial Intelligence, Probability, Regression Analysis, Calculus, Statistical Analysis, Advanced Mathematics, Applied Mathematics, Probability Distribution, Mathematical Modeling, Statistical Modeling, Machine Learning Algorithms, Dimensionality Reduction

    4.9
    Rating, 4.9 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 3 Months

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

  • Personalized Nutrition, Policy, and Food Regulations: University of Illinois Urbana-Champaign
  • Data Engineering Capstone Project: IBM
  • Introduction to AI: Key Concepts and Applications: Johns Hopkins University
  • Product Owner Certification [PSPO I] Preparation: SkillUp
  • Fundamentals of financial and management accounting: Politecnico di Milano
  • Mastering Geospatial Analysis with QGIS: L&T EduTech
  • Association Rules Analysis: University of Colorado Boulder
  • Emerging Trends & Technologies in the Virtual K-12 Classroom: University of California, Irvine
  • Gender Equality: University of Western Australia
  • AI for Lawyers and Other Advocates: University of Michigan

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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