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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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    Edureka

    Generative AI Essentials for Business Professionals

    Skills you'll gain: Prompt Engineering, AI Workflows, Generative AI, No-Code Development, Google Gemini, Business Process Automation, Workflow Management, ChatGPT, Automation, AI Personalization, Productivity, Model Evaluation, Business Logic, Business Communication, Artificial Intelligence, Business Operations, Business Priorities, Content Creation, Business Planning

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    K-Means Clustering 101: World Happiness Report

    Skills you'll gain: Unsupervised Learning, Applied Machine Learning, Plotly, Data Visualization, Machine Learning, Scientific Visualization, Social Sciences, Machine Learning Methods, Socioeconomics, Statistical Machine Learning, Machine Learning Algorithms, Social Studies, Economics, Policy, and Social Studies, Social Determinants Of Health, Data Mining, Data Analysis, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    21 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Coursera

    Data Quality Auditing and Profiling

    Skills you'll gain: Data Quality, Data Validation, Auditing, Reconciliation, Quality Assurance, Quality Assessment, Data Analysis, Data Integrity, Data Capture, Descriptive Statistics, Exploratory Data Analysis, Data Entry, Data Collection, Verification And Validation, Anomaly Detection, Business Requirements

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Administration of Red Hat Linux Systems

    Skills you'll gain: Linux, Package and Software Management, Linux Administration, Red Hat Enterprise Linux, File Systems, Scripting, User Accounts, Linux Servers, Command-Line Interface, Shell Script, System Configuration, Unix Shell, Operating System Administration, Unix Commands, Open Source Technology, Disaster Recovery, Linux Commands, System Monitoring, Identity and Access Management, User Provisioning

    4.9
    Rating, 4.9 out of 5 stars
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    15 reviews

    Beginner · Specialization · 3 - 6 Months

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    Sage Publications

    Research Methods and Statistics in Psychology

    Skills you'll gain: Surveys, Survey Creation, Qualitative Research, Research Design, Descriptive Statistics, Statistical Hypothesis Testing, Research, Correlation Analysis, Quantitative Research, Experimentation, Scientific Methods, Statistical Methods, Probability & Statistics, Science and Research, Data Analysis, Statistical Analysis, Statistics, Research Methodologies, Statistical Inference, Psychology

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Human Resources Management and GenAI

    Skills you'll gain: Employee Retention, Talent Pipelining, Succession Planning, Workplace inclusivity, Human Resources Management and Planning, Performance Appraisal, Human Resource Strategy, Prompt Engineering, Mediation, Human Resources, Responsible AI, AI Enablement, Employee Performance Management, Human Resources Information System (HRIS), HR Tech, Payroll, Performance Review, Management Training And Development, Generative AI, Artificial Intelligence and Machine Learning (AI/ML)

    4.7
    Rating, 4.7 out of 5 stars
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    462 reviews

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    Advanced Excel Analytics, Automation & Data Analysis

    Skills you'll gain: Excel Macros, Data Validation, Scatter Plots, Plot (Graphics), Pivot Tables And Charts, Microsoft Excel, Data Visualization, Regression Analysis, Excel Formulas, Statistical Visualization, Histogram, Data Analysis, Data Integrity, Statistical Modeling, Descriptive Statistics, Spreadsheet Software, Analytics, Financial Data, Financial Analysis, Automation

    4.9
    Rating, 4.9 out of 5 stars
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    34 reviews

    Beginner · Specialization · 1 - 3 Months

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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: Free Trial
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    Duke University

    Java Programming: Arrays, Lists, and Structured Data

    Skills you'll gain: File I/O, Object Oriented Design, Java Programming, Object Oriented Programming (OOP), Data Structures, Java, Cryptography, Software Engineering, Computer Programming, Algorithms, Encryption, Data Store, Program Development, Web Analytics and SEO, Data Import/Export, Web Servers, File Management

    4.6
    Rating, 4.6 out of 5 stars
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    3.2K reviews

    Beginner · Course · 1 - 3 Months

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    STARWEAVER

    Full Digital Marketing Course 2026: SEO, Paid Ads, SMM, GTM!

    Intermediate · Course · 1 - 3 Months

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    Chegg Skills

    Workplace Communication & Collaboration

    Skills you'll gain: Professional Networking, Active Listening, Trustworthiness, Non-Verbal Communication, Interpersonal Communications, Emotional Intelligence, Team Collaboration, Conflict Management, Professionalism, Empathy & Emotional Intelligence, Collaboration, Relationship Building, Honesty, Business Communication, Verbal Communication Skills, Professional Development, Teamwork, Communication, Negotiation, Meeting Facilitation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    IBM

    Developing Front-End Apps with React

    Skills you'll gain: Front-End Web Development, React Redux, React.js, JavaScript Frameworks, Full-Stack Web Development, Web Applications, User Interface (UI), Web Development, UI Components, Code Reusability, Javascript, Event-Driven Programming, Application Programming Interface (API), Dataflow

    4.4
    Rating, 4.4 out of 5 stars
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    782 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Generative AI Essentials for Business Professionals: Edureka
  • K-Means Clustering 101: World Happiness Report: Coursera
  • Data Quality Auditing and Profiling: Coursera
  • Administration of Red Hat Linux Systems: EDUCBA
  • Research Methods and Statistics in Psychology: Sage Publications
  • Human Resources Management and GenAI: Coursera
  • Advanced Excel Analytics, Automation & Data Analysis: EDUCBA
  • Profile Data Quality: Coursera
  • Java Programming: Arrays, Lists, and Structured Data: Duke University
  • Full Digital Marketing Course 2026: SEO, Paid Ads, SMM, GTM!: STARWEAVER

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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