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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


  • Status: New
    New
    Status: Free Trial
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    Coursera

    Advanced Exploratory Data Analysis

    Skills you'll gain: Exploratory Data Analysis, Correlation Analysis, Business Metrics, Scatter Plots, Key Performance Indicators (KPIs), Data Analysis, Performance Metric, Performance Analysis, Analytical Skills, Trend Analysis, Statistical Analysis, Business Analysis, Plot (Graphics), Regression Analysis, Quantitative Research, Probability & Statistics, Statistical Methods, Data Visualization, Data Presentation, Statistical Inference

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    Coursera

    Profile Data Quality

    Skills you'll gain: Data Quality, Data-Driven Marketing, Data Cleansing, Marketing Analytics, Data Validation, Data Integrity, Data Maintenance, Data Wrangling, Exploratory Data Analysis, Quality Assessment, Campaign Management, Technical Communication, Data Processing, Statistical Reporting, Data Analysis, Stakeholder Communications, Benchmarking, Business Priorities, Microsoft Excel, SQL

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    Packt

    Modern Architectures and Career Growth in .NET 8

    Skills you'll gain: Object Oriented Design, Software Design Patterns, Software Design, Maintainability, Docker (Software), Containerization, Software Architecture, .NET Framework, Solution Architecture, Object Oriented Programming (OOP), ASP.NET, Kubernetes, Programming Principles, Microservices, C# (Programming Language), Cloud Platforms, Unit Testing, Web Applications, LLM Application, General Data Protection Regulation (GDPR)

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Stanford Online

    Evaluations of AI Applications in Healthcare

    Skills you'll gain: Healthcare Ethics, Data Ethics, Responsible AI, Health Technology, Healthcare Industry Knowledge, AI Integrations, Clinical Assessment, Health Equity, Health Disparities, Clinical Informatics, Precision Medicine, Regulatory Compliance, Application Deployment, Continuous Monitoring, Predictive Modeling

    4.6
    Rating, 4.6 out of 5 stars
    ·
    348 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
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    Google Cloud

    Google Cloud 인공지능으로 혁신하기

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    W

    Workday

    Workday Basics Series

    Skills you'll gain: Workday (Software), Business Intelligence, No-Code Development, HR Tech, Role-Based Access Control (RBAC), Patch Management, Branding

    4.8
    Rating, 4.8 out of 5 stars
    ·
    390 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    B

    Birla Institute of Technology & Science, Pilani

    Basic Engineering Mathematics

    Skills you'll gain: Integral Calculus, Trigonometry, Engineering Analysis, Linear Algebra, Calculus, Advanced Mathematics, Differential Equations, Mathematical Modeling, Mathematical Theory & Analysis, Applied Mathematics, Engineering, Algebra, Derivatives

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    189 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    Packt

    Securing, Testing, and Extending ASP.NET Core Web APIs

    Skills you'll gain: GraphQL, ASP.NET, API Testing, Application Programming Interface (API), Unit Testing, API Design, Restful API, Identity and Access Management, .NET Framework, Back-End Web Development, Authentications, Maintainability, Integration Testing, Testability, User Accounts, Test Case, Software Testing, Query Languages, Web Applications, Authorization (Computing)

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Diabetes Prediction With Pyspark MLLIB

    Skills you'll gain: Data Preprocessing, Logistic Regression, Data Cleansing, Apache Spark, PySpark, Data Manipulation, Applied Machine Learning, Predictive Modeling, Data Science, Machine Learning, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
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    22 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Leading Teams

    Skills you'll gain: Team Building, Teamwork, Team Management, Team Leadership, Team Performance Management, Team Collaboration, Conflict Management, Team Motivation, Collaboration, Rapport Building, Relationship Building, Drive Engagement, Performance Management, Performance Analysis, Organizational Structure, Knowledge Transfer, Leadership, Innovation, People Development, Industrial and Organizational Psychology

    4.8
    Rating, 4.8 out of 5 stars
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    2.4K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Big Data Integration and Processing

    Skills you'll gain: Apache Spark, Apache Hadoop, Data Integration, Big Data, Data Pipelines, Data Processing, Data Management, NoSQL, Database Management Systems, Analytics, Splunk, Database Systems, MongoDB, Pandas (Python Package), Query Languages, PostgreSQL

    4.4
    Rating, 4.4 out of 5 stars
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    2.4K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Illinois Tech

    Digital Healthcare Informatics and AI

    Skills you'll gain: Health Informatics, Epidemiology, Clinical Informatics, Health Information Management and Medical Records, Epic EMR, Patient Flow, Public Health, Health Systems, Public Health and Disease Prevention, Innovation, Health Care, Healthcare Project Management, Data Analysis, Health Policy, Data Management, Natural Language Processing, Data Governance, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Regulatory Compliance

    4.4
    Rating, 4.4 out of 5 stars
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    7 reviews

    Intermediate · Specialization · 1 - 3 Months

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

  • Advanced Exploratory Data Analysis: Coursera
  • Profile Data Quality: Coursera
  • Modern Architectures and Career Growth in .NET 8: Packt
  • Evaluations of AI Applications in Healthcare: Stanford Online
  • Google Cloud 인공지능으로 혁신하기: Google Cloud
  • Workday Basics Series: Workday
  • Basic Engineering Mathematics: Birla Institute of Technology & Science, Pilani
  • Securing, Testing, and Extending ASP.NET Core Web APIs: Packt
  • Diabetes Prediction With Pyspark MLLIB: Coursera
  • Leading Teams: 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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