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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


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    EDUCBA

    Analyze & Manage Counterparty Credit Risk

    Skills you'll gain: Credit Risk, Bank Regulations, Financial Regulation, Risk Modeling, Risk Management Framework, Portfolio Risk, Governance Risk Management and Compliance, Financial Regulations, Securities (Finance), Derivatives, Financial Market, Risk Management, Governance, Capital Markets, Legal Risk, Financial Systems, Risk Analysis, Risk Mitigation, Simulation and Simulation Software, Business

    5
    Rating, 5 out of 5 stars
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    10 reviews

    Mixed · Course · 1 - 3 Months

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    U

    University of Washington

    Computational Neuroscience

    Skills you'll gain: Machine Learning Methods, Network Model, Electrophysiology, Applied Machine Learning, Supervised Learning, Machine Learning Algorithms, Artificial Neural Networks, Reinforcement Learning, Sensory Systems Analysis, Matlab, Mathematical Modeling, Computer Vision, Neurology, Mathematical Software, Recurrent Neural Networks (RNNs), Physiology, Biology, Differential Equations, Probability Distribution

    4.6
    Rating, 4.6 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    IBM

    Data Engineering Foundations

    Skills you'll gain: Extract, Transform, Load, Web Scraping, Database Design, SQL, IBM DB2, Database Management, Data Store, Data Architecture, Relational Databases, Database Systems, Apache Hadoop, Databases, Big Data, Unit Testing, Database Development, Data Storage, Apache Spark, Python Programming, NumPy, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    60K reviews

    Beginner · Specialization · 3 - 6 Months

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    Interplay Learning

    HVAC System Parts

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Virginia Darden School Foundation

    IBM & Darden Digital Strategy

    Skills you'll gain: Data Storytelling, Strategic Thinking, Digital Transformation, Business Strategy, Cloud Computing Architecture, Data Wrangling, Competitive Analysis, Cloud Services, Data Presentation, Cloud Deployment, Business Transformation, Responsible AI, Cloud Security, Cloud Technologies, Cloud Infrastructure, Big Data, Cloud Platforms, Cloud Computing, Generative AI, Data Science

    4.7
    Rating, 4.7 out of 5 stars
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    51K reviews

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Advanced Deep RL Algorithms and Applications

    Skills you'll gain: Reinforcement Learning, Deep Learning, Model Optimization, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Machine Learning, Model Training, Applied Machine Learning, Natural Language Processing, Performance Tuning

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    M

    Macquarie University

    Excel Skills for Business

    Skills you'll gain: Excel Formulas, Dashboard, Microsoft Excel, Dashboard Creation, Data Wrangling, Excel Macros, Data Preprocessing, Spreadsheet Software, Data Validation, Data Manipulation, Data Processing, Data Presentation, Interactive Data Visualization, Data Analysis Software, Business Analytics, Data Modeling, Financial Forecasting, Analytical Skills, Predictive Modeling, Productivity Software

    4.9
    Rating, 4.9 out of 5 stars
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    64K reviews

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    Indian Banking System & Risk Management

    Skills you'll gain: Bank Regulations, Commercial Lending, Banking Services, Payment Systems, Banking, Operational Risk, Financial Statements, Credit Risk, Commercial Banking, Regulatory Compliance, Risk Modeling, Financial Statement Analysis, Financial Systems, Risk Control, Compliance Management, Risk Management Framework, Lending and Underwriting, Derivatives, Futures Exchange, Portfolio Risk

    5
    Rating, 5 out of 5 stars
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    50 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    D

    DeepLearning.AI

    AI for Medical Prognosis

    Skills you'll gain: Classification And Regression Tree (CART), Risk Modeling, Decision Tree Learning, Predictive Modeling, Feature Engineering, Statistical Machine Learning, Applied Machine Learning, Random Forest Algorithm, Forecasting, Model Evaluation, Biostatistics, Predictive Analytics, Data Preprocessing, Data Cleansing, Statistical Modeling, Risk Analysis, Machine Learning, Statistical Methods, Statistical Analysis, Deep Learning

    4.7
    Rating, 4.7 out of 5 stars
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    800 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Interplay Learning

    Maintaining a Professional Image in Trades

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    HR Planning, Recruitment and Employee Development

    Skills you'll gain: Human Resources Management and Planning, Employee Training, Talent Acquisition, Human Resources, Performance Appraisal, Human Resource Management, Workforce Planning, Performance Management, Talent Recruitment, Employee Performance Management, Training Programs, Organizational Effectiveness, Human Resource Strategy, Workforce Development, Training and Development, HR Tech, Talent Sourcing, Management Training And Development, Human Resources Information System (HRIS), Performance Review

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Vector Database Foundations and Core Concepts

    Skills you'll gain: Vector Databases, Embeddings, Generative AI, AI Workflows, Retrieval-Augmented Generation, Database Design, Database Systems, Model Optimization, Unstructured Data, Performance Tuning, Machine Learning Methods, Dimensionality Reduction, Model Evaluation, Scalability, Machine Learning

    Intermediate · Course · 1 - 3 Months

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

  • Analyze & Manage Counterparty Credit Risk: EDUCBA
  • Computational Neuroscience: University of Washington
  • Data Engineering Foundations: IBM
  • HVAC System Parts: Interplay Learning
  • IBM & Darden Digital Strategy: University of Virginia Darden School Foundation
  • Advanced Deep RL Algorithms and Applications: Packt
  • Excel Skills for Business: Macquarie University
  • Indian Banking System & Risk Management: EDUCBA
  • AI for Medical Prognosis : DeepLearning.AI
  • Maintaining a Professional Image in Trades: Interplay Learning

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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