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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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    Tsinghua University

    Data Structures and Algorithms (I)

    Skills you'll gain: Data Structures, Algorithms, Theoretical Computer Science, Computer Programming, Computer Science

    3.1
    Rating, 3.1 out of 5 stars
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    34 reviews

    Intermediate · Course · 1 - 3 Months

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    Packt

    Databricks Associate Developer: Apache Spark with Python

    Skills you'll gain: Apache Spark, PySpark, Databricks, Data Processing, Big Data, Apache, Real Time Data, Model Training, Python Programming, Model Evaluation, Data Manipulation, Machine Learning, SQL, Data Transformation, Performance Tuning, Distributed Computing

    Intermediate · Course · 1 - 3 Months

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    AI CERTs

    AI for Research & Analysis

    Skills you'll gain: Business Research, AI literacy, Market Research, Analytical Skills, Business Intelligence, Decision Intelligence, Market Analysis, Trend Analysis, Market Intelligence, Data Analysis, Forecasting, AI Integrations

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    EDUCBA

    Advanced SAS Programming, Macros & Reporting

    Skills you'll gain: Sampling (Statistics), Logistic Regression, SAS (Software), Predictive Analytics, Automation, Data Integration, Predictive Modeling, Advanced Analytics, Debugging, Change Control, Statistical Programming, Feature Engineering, Analytical Skills, SQL, Statistical Methods, Report Writing, Data Store, Analysis, Data Validation, Finance

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Codio

    Java Basic Structures: Arrays, Strings, and Files

    Skills you'll gain: File I/O, Data Import/Export, Java Programming, Java, Programming Principles, Computer Programming, Data Structures, File Systems, File Management, Data Store, Computer Science

    4.6
    Rating, 4.6 out of 5 stars
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    45 reviews

    Beginner · Course · 1 - 4 Weeks

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    The Chinese University of Hong Kong

    中國人文經典導讀

    Skills you'll gain: Language Interpretation, Translation, and Studies, Ancient History, Liberal Arts, Language Learning, Language Competency, Literacy

    4.9
    Rating, 4.9 out of 5 stars
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    44 reviews

    Mixed · Course · 1 - 3 Months

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    STARWEAVER

    Foundations of Hotel Budgeting and Forecasting

    Skills you'll gain: Advanced Analytics, Budget Management, Hotel And Restaurant Management, Hospitality Management, Budgeting, Financial Forecasting, Hospitality, Variance Analysis, Forecasting, Hotel Operations, Operating Budget, Corporate Sustainability, Revenue Management, Sustainable Business, Financial Analysis, Performance Analysis, Sustainability Reporting, Analysis, Performance Metric, Strategic Decision-Making

    5
    Rating, 5 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
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    Amazon Web Services

    Developing Generative AI Solutions

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Fine-tuning, Performance Measurement, Performance Improvement, Business Analysis, Application Deployment, Model Evaluation

    4.4
    Rating, 4.4 out of 5 stars
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    43 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Organizational Effectiveness and Work Systems

    Skills you'll gain: Quality Management, Organizational Structure, Organizational Effectiveness, Organizational Development, Quality Improvement, Quality Management Systems, Process Design, Continuous Quality Improvement (CQI), Organizational Strategy, Organizational Change, Employee Engagement, Operational Excellence, Motivational Skills, Operational Efficiency, Process Management, Human Resource Strategy, Workforce Management, Productivity, Workforce Planning, Systems Thinking

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Macquarie University

    Statistics and Data Analysis with Excel: Intermediate

    Skills you'll gain: Pivot Tables And Charts, Data Visualization, Statistical Inference, Data Visualization Software, Data Presentation, Correlation Analysis, Microsoft Excel, Spreadsheet Software, Statistics, Regression Analysis, Statistical Hypothesis Testing, Data Analysis, Statistical Methods, Excel Formulas, Statistical Analysis, Sampling (Statistics), Data Analysis Software, Descriptive Statistics, Predictive Modeling, Variance Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    22 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    Well Being & Self Care: for Physical and Mental Health

    Skills you'll gain: Habit Formation, Stress Management, Positivity, Personal Care, Mindfulness, Meditation & Breathwork, Preventative Care, Mental and Behavioral Health, Behavioral Health, Personal Development, Self-Motivation, Behavioral Management, Self-Awareness, Mental Health, Resilience, Behavior Management, Assertiveness

    4.8
    Rating, 4.8 out of 5 stars
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    74 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Microsoft

    Copilot for Cybersecurity

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), System Monitoring, Data Ethics, AI Security, AI literacy, Large Language Modeling, Responsible AI, AI Integrations, LLM Application, Artificial Intelligence, AI Enablement, Microsoft Copilot, Threat Detection, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    31 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Data Structures and Algorithms (I): Tsinghua University
  • Databricks Associate Developer: Apache Spark with Python: Packt
  • AI for Research & Analysis: AI CERTs
  • Advanced SAS Programming, Macros & Reporting: EDUCBA
  • Java Basic Structures: Arrays, Strings, and Files: Codio
  • 中國人文經典導讀: The Chinese University of Hong Kong
  • Foundations of Hotel Budgeting and Forecasting: STARWEAVER
  • Developing Generative AI Solutions: Amazon Web Services
  • Organizational Effectiveness and Work Systems: EDUCBA
  • Statistics and Data Analysis with Excel: Intermediate: Macquarie University

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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