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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


  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Introduction to Acoustics (Part 2)

    Skills you'll gain: Vibrations, Engineering Analysis, Engineering Calculations, Mathematical Modeling, Integral Calculus, Applied Mathematics, Differential Equations, Calculus

    ★ 4.7 (47) · Intermediate · Course · 1 - 3 Months

  • É

    École normale supérieure

    Approximation Algorithms Part II

    Skills you'll gain: Theoretical Computer Science, Combinatorics, Algorithms, Operations Research, Graph Theory, Applied Mathematics, Model Optimization, Advanced Mathematics, Linear Algebra, Mathematical Modeling, Network Model, Probability, Probability & Statistics

    ★ 4.7 (48) · Mixed · Course · 1 - 4 Weeks

    Category: Free
    Free
  • E

    EDUCBA

    Analyze Investment Banking, Markets & Asset Management

    Skills you'll gain: Derivatives, Futures Exchange, Investment Banking, Investment Management, Asset Management, Portfolio Risk, Financial Analysis, Banking Services, Risk Management, Finance, Wealth Management, Financial Market, Investments, Financial Regulations, Financial Trading, Financial Services, Financial Sales, Return On Investment, Brokerage, Risk Analysis

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

    Status: Free Trial
    Free Trial
  • I

    Illinois Tech

    AI Integration in Healthcare Patient Data

    Skills you'll gain: Clinical Documentation, Data Ethics, Health Informatics, Responsible AI, Electronic Medical Record System, Health Care, Health Care Procedure and Regulation, Clinical Data Management, Healthcare Ethics, Health Information Management, Artificial Intelligence, Natural Language Processing, Decision Support Systems, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Data Quality, Regulatory Compliance

    Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Credit Research & Ratings: Analyze & Assess Risk

    Skills you'll gain: Credit Risk, Risk Modeling, Banking, Financial Analysis, Risk Analysis, Financial Statement Analysis, Research, Financial Systems, Finance, Financial Regulations, Bankruptcies, Financial Statements, Financial Market, Risk Management, Business Risk Management, Financial Management, Decision Making, Cash Flows

    ★ 5 (18) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Alteryx Advanced

    Skills you'll gain: Data Cleansing, Data Manipulation, Advanced Analytics, Applied Machine Learning, Fraud detection, Data Transformation, Predictive Modeling, Analytics, Data Processing, Machine Learning Software, Machine Learning, Data Analysis, Application Design, Operational Databases, Model Training, Data Preprocessing, Sampling (Statistics), Data Integration, Complex Problem Solving

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    AI Engineer Professional

    Skills you'll gain: MLOps (Machine Learning Operations), Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Fine-tuning, Containerization, Model Optimization, AI Workflows, Model Evaluation, Model Deployment, Generative AI Agents, LangGraph, Keras (Neural Network Library), Agentic Workflows, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), CrewAI, Image Analysis, Large Language Modeling, Natural Language Processing, Python Programming

    ★ 4.7 (7) · Advanced · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Hedge Funds: Leverage, Accounting & Risk

    Skills you'll gain: Portfolio Risk, Risk Modeling, Risk Management, Risk Analysis, Investment Management, Regression Analysis, Accounting, Portfolio Management, Financial Analysis, Analysis, Statistical Analysis, Operational Risk, Fund Accounting, Specialized Accounting, Case Studies, International Finance, General Finance, Tax Management, Tax Laws

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

    Status: Free Trial
    Free Trial
  • C

    Codio

    Programming in Python: A Hands-on Introduction

    Skills you'll gain: File I/O, Object Oriented Programming (OOP), Object Oriented Design, Programming Principles, Computer Programming, Data Import/Export, Data Structures, Python Programming, Data Persistence, Computational Logic, Code Reusability, Computer Science, Data Storage, File Management

    ★ 4.5 (486) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Seaborn with Python: Data Visualization for Beginners

    Skills you'll gain: Seaborn, Plot (Graphics), Matplotlib, Scatter Plots, Statistical Visualization, Data Visualization, Data Presentation, Data Visualization Software, Interactive Data Visualization, Box Plots, Descriptive Statistics, Exploratory Data Analysis, Statistical Analysis, Python Programming

    ★ 4.4 (22) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • P

    Pontificia Universidad Católica del Perú

    Analítica y ciencia de datos para negocios

    Skills you'll gain: Data Preprocessing, Business Analytics, Dimensionality Reduction, Data Processing, Analytics, Data Cleansing, Data Transformation, Anomaly Detection, Project Management Life Cycle, Databases, R (Software), R Programming, Data Analysis, Data Quality, Big Data, Supervised Learning

    ★ 4.3 (65) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • A

    Arizona State University

    Human Factors & Usability Engineering: Designing for Humans

    Skills you'll gain: Usability, Usability Testing, Problem Solving, Human Factors, Human Centered Design, Critical Thinking and Problem Solving, Creativity, Creative Problem-Solving, Kinesiology, Sensory Systems Analysis, User Research, Decision Making, Display Devices, Human Computer Interaction, Human Learning, Exercise Science, Data Collection, Human Factors Engineering, Accident Prevention, Mitigation

    ★ 4.8 (57) · Intermediate · Specialization · 3 - 6 Months

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

  • Introduction to Acoustics (Part 2): Korea Advanced Institute of Science and Technology(KAIST)
  • Approximation Algorithms Part II: École normale supérieure
  • Analyze Investment Banking, Markets & Asset Management: EDUCBA
  • AI Integration in Healthcare Patient Data: Illinois Tech
  • Credit Research & Ratings: Analyze & Assess Risk: EDUCBA
  • Alteryx Advanced: Packt
  • AI Engineer Professional: Packt
  • Hedge Funds: Leverage, Accounting & Risk: EDUCBA
  • Programming in Python: A Hands-on Introduction: Codio
  • Seaborn with Python: Data Visualization for Beginners: 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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