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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: Free Trial
    Free Trial
    Q

    Queen Mary University of London

    Leadership Out of the Box

    Skills you'll gain: Stakeholder Management, Delegation Skills, Change Management, Professional Networking, Leadership Development, Organizational Change, Matrix Management, Leadership, Stakeholder Engagement, Organizational Leadership, Time Management, Executive Presence, Organizational Effectiveness, Initiative and Leadership, Leadership and Management, Influencing, Organizational Structure, Stakeholder Analysis, Business Leadership, Team Leadership

    4.7
    Rating, 4.7 out of 5 stars
    ·
    234 reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    Exploratory Data Analysis in AWS

    Skills you'll gain: AWS Kinesis, Data Analysis, Data Visualization Software, Exploratory Data Analysis, Real Time Data, Extract, Transform, Load, Amazon S3, Data Transformation, Machine Learning, Data Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    K

    King Abdullah University of Science and Technology

    Fundamental Skills in Bioinformatics

    Skills you'll gain: Statistical Analysis, Bioinformatics, Unix, Scientific Visualization, R Programming, Rmarkdown, Unix Commands, Data Analysis, Data Quality, Statistical Hypothesis Testing, Exploratory Data Analysis, Pandas (Python Package), Python Programming, NumPy, Data Manipulation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    91 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Understanding Financial Statements: Company Performance

    Skills you'll gain: Income Statement, Financial Statements, Financial Statement Analysis, Financial Accounting, Cash Flows, Financial Reporting, Financial Analysis, Balance Sheet, Accounting, Revenue Recognition, Performance Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    790 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Illinois Tech

    Introduction to Data Science Techniques

    Skills you'll gain: Time Series Analysis and Forecasting, Statistical Analysis, Machine Learning Algorithms, Model Evaluation, Statistical Programming, Data Analysis, Exploratory Data Analysis, Data Science, Statistical Machine Learning, Statistical Reporting, Statistical Methods, Probability & Statistics, Data Cleansing, Forecasting, Analytics, Statistical Inference, R Programming, Statistical Modeling, Machine Learning, Data Visualization

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
    ·
    21 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Advanced Linear Models for Data Science 1: Least Squares

    Skills you'll gain: Regression Analysis, Statistical Modeling, R Programming, Linear Algebra, Data Science, Mathematical Modeling, Data Modeling, Statistics, Statistical Analysis, Applied Mathematics, General Mathematics, Derivatives

    4.5
    Rating, 4.5 out of 5 stars
    ·
    190 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Unsupervised Text Classification for Marketing Analytics

    Skills you'll gain: Unsupervised Learning, Unstructured Data, Applied Machine Learning, Marketing Analytics, Text Mining, Deep Learning, Model Evaluation, Machine Learning, JSON, Data Processing, Natural Language Processing, Data Preprocessing, Exploratory Data Analysis, Data Visualization, Python Programming

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    SAS

    Modeling Time Series and Sequential Data

    Skills you'll gain: Time Series Analysis and Forecasting, Recurrent Neural Networks (RNNs), Forecasting, SAS (Software), Advanced Analytics, Predictive Modeling, Applied Machine Learning, Statistical Analysis, Machine Learning Methods, Regression Analysis, Bayesian Statistics, Statistical Modeling

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Google Cloud Infrastructure for Azure Professionals

    Skills you'll gain: Google Cloud Platform, Application Deployment, Kubernetes, Virtual Machines, Platform As A Service (PaaS), Containerization, Virtual Networking, Public Cloud, Cloud Applications, Cloud Infrastructure, Microsoft Azure, Identity and Access Management, Load Balancing, Cloud Computing, Cloud Computing Architecture, Cloud Services, Cloud Storage, Multi-Cloud, Cloud Engineering, Data Lakes

    4.6
    Rating, 4.6 out of 5 stars
    ·
    248 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    American Psychological Association

    Student Success

    Skills you'll gain: Stress Management, Resilience, Writing, Literacy, Editing, Mental Health, Mindfulness, Learning Strategies, Human Learning, Mental Concentration, Proofreading, Physiology, Productivity, Psychology, Self-Awareness, Emotional Intelligence, Time Management, Cognitive Behavioral Therapy, Critical Thinking, Scientific Methods

    4.8
    Rating, 4.8 out of 5 stars
    ·
    27 reviews

    Beginner · Specialization · 3 - 6 Months

  • C

    Coursera

    Create Interactive Dashboards with Streamlit and Python

    Skills you'll gain: Plotly, Dashboard, Pandas (Python Package), Data Manipulation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Web Applications, Application Development, Data Processing, Data Science, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    401 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    H

    H2O.ai

    H2O Label Genie Starter Track

    Skills you'll gain: Data Preprocessing, Large Language Modeling, Data Import/Export, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Data Quality, Data Analysis, Natural Language Processing, Classification Algorithms

    5
    Rating, 5 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Leadership Out of the Box: Queen Mary University of London
  • Exploratory Data Analysis in AWS: Whizlabs
  • Fundamental Skills in Bioinformatics: King Abdullah University of Science and Technology
  • Understanding Financial Statements: Company Performance: University of Illinois Urbana-Champaign
  • Introduction to Data Science Techniques: Illinois Tech
  • Advanced Linear Models for Data Science 1: Least Squares: Johns Hopkins University
  • Unsupervised Text Classification for Marketing Analytics: University of Colorado Boulder
  • Modeling Time Series and Sequential Data: SAS
  • Google Cloud Infrastructure for Azure Professionals: Google Cloud
  • Student Success: American Psychological Association

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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