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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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    C

    Coursera

    Systematic ML Optimization

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Configuration Management, Image Analysis, Multimodal Prompts, Debugging, Experimentation, Computer Vision, Theoretical Computer Science, Data Visualization, Deep Learning, Visualization (Computer Graphics), Algorithms, Performance Tuning, Tensorflow, Failure Mode And Effects Analysis, Risk Analysis, Root Cause Analysis, Machine Learning, Performance Analysis

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
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    SkillUp

    Artificial Intelligence for Healthcare

    Skills you'll gain: Healthcare 5.0, Artificial Intelligence, AI Enablement, Jupyter, Healthcare Ethics, Health Informatics, Healthcare Industry Knowledge, LLM Application, Machine Learning, Deep Learning, Machine Learning Software, MLOps (Machine Learning Operations), Generative Model Architectures, Statistical Machine Learning, AI Product Strategy, Model Evaluation, Predictive Modeling, Data-Driven Decision-Making, Data Processing, Data Analysis

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Enhance your Writing with Noun Clauses

    Skills you'll gain: Grammar, English Language

    4.9
    Rating, 4.9 out of 5 stars
    ·
    16 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universitat Autònoma de Barcelona

    Oralpha: Literacy for new citizens, a course for trainers

    Skills you'll gain: Oral Comprehension, Multilingualism, Teaching, Intercultural Competence, Language Learning, Instructional Strategies, Pedagogy, Literacy, Diversity Training, Social Sciences, Student-Centred Learning

    4.2
    Rating, 4.2 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    IBM

    Data Science Fundamentals with Python and SQL

    Skills you'll gain: Dashboard, Web Scraping, SQL, Descriptive Statistics, Data Visualization, Pandas (Python Package), Data Presentation, Statistical Analysis, Jupyter, Data Analysis, Statistical Hypothesis Testing, Statistics, Statistical Methods, Databases, Data Science, Relational Databases, Programming Principles, IBM Cloud, Python Programming, Data Visualization Software

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    75K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud

    Skills you'll gain: Tensorflow, Model Deployment, Keras (Neural Network Library), Google Cloud Platform, Data Manipulation, Scalability, Applied Machine Learning, Debugging, Model Evaluation, Python Programming, Software Visualization, Data Preprocessing, Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    2.8K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    R

    Real Madrid Graduate School Universidad Europea

    Theoretical Bases of Health and Injury Management

    Skills you'll gain: Kinesiology, Applied Machine Learning, Bayesian Network, Machine Learning, Data-Driven Decision-Making, Epidemiology, Load Balancing, Health Education, Data Integration, Systems Engineering, Psychological Evaluations

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    S

    Sungkyunkwan University

    Let's Learn Useful Korean Expressions

    Skills you'll gain: Grammar, Language Learning, Language Competency, Vocabulary, Oral Comprehension

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Generative AI for Software Developers

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Large Language Modeling, LLM Application, Responsible AI, Vibe coding, Generative AI, ChatGPT, Agentic systems, Data Ethics, Software Development, DevSecOps, Natural Language Processing, AI Security, CI/CD, Retrieval-Augmented Generation, Software Engineering, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Context Management

    4.7
    Rating, 4.7 out of 5 stars
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    11K reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    AI For Business

    Skills you'll gain: AI Personalization, Fraud detection, Data Management, Responsible AI, Big Data, Data Ethics, Generative Adversarial Networks (GANs), AI Enablement, AI Product Strategy, Machine Learning Algorithms, Data Governance, Business Strategies, Data Security, Governance, Human Resources, Analytics, Deep Learning, Credit Risk, Machine Learning, Data-Driven Decision-Making

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.8K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    Status: AI skills
    AI skills
    I

    IBM

    IBM Data Engineering

    Skills you'll gain: NoSQL, Apache Kafka, Database Design, Linux Commands, Data Warehousing, Bash (Scripting Language), Apache Hadoop, Apache Spark, MongoDB, Database Administration, Data Pipelines, SQL, IBM Cognos Analytics, Extract, Transform, Load, Jupyter, Generative AI, Professional Networking, Python Programming, Data Analysis, Data Science

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    62K reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    AI for Medical Prognosis

    Skills you'll gain: Risk Modeling, Decision Tree Learning, Predictive Modeling, Feature Engineering, Applied Machine Learning, Random Forest Algorithm, Forecasting, Model Evaluation, Data Preprocessing, Logistic Regression, Machine Learning, Statistical Analysis, Probability & Statistics, Data Analysis, Deep Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    799 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Systematic ML Optimization: Coursera
  • Artificial Intelligence for Healthcare: SkillUp
  • Enhance your Writing with Noun Clauses: University of California, Irvine
  • Oralpha: Literacy for new citizens, a course for trainers: Universitat Autònoma de Barcelona
  • Data Science Fundamentals with Python and SQL: IBM
  • Build, Train and Deploy ML Models with Keras on Google Cloud: Google Cloud
  • Theoretical Bases of Health and Injury Management : Real Madrid Graduate School Universidad Europea
  • Let's Learn Useful Korean Expressions: Sungkyunkwan University
  • Generative AI for Software Developers: IBM
  • AI For Business: University of Pennsylvania

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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