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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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    J

    Johns Hopkins University

    Fundamentals for Implementing a Hypertension Program

    Skills you'll gain: Blood Pressure, Medication Dispensation, Pharmacy Operations, Healthcare Project Management, Community Health, Care Management, Chronic Diseases, Medication Administration, Patient Evaluation, Public Health and Disease Prevention, Pharmacotherapy, Diagnostic Tests, Patient Treatment, Collaboration, Planning, Patient-centered Care, Teamwork, Vital Signs, Communication

    4.9
    Rating, 4.9 out of 5 stars
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    32 reviews

    Beginner · Course · 1 - 3 Months

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    U

    University of Minnesota

    Analytics Project Ideation

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Simulations, Exploratory Data Analysis, Experimentation, Research Design, Business Analytics, Operations Research, Project Design, Customer Analysis, A/B Testing, Data Mining, Business Analysis, Analytical Skills, Ideation, Advanced Analytics, Applied Machine Learning, Process Mapping, Problem Solving, Critical Thinking

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    F

    Fundação Instituto de Administração

    Future Studies

    Skills you'll gain: Systems Thinking, Surveys, Innovation, Simulations, Forecasting, Contingency Planning, Strategic Thinking, Simulation and Simulation Software, Process Flow Diagrams, Project Design, Systems Analysis, Corporate Strategy, Strategic Decision-Making, Business Planning, Complex Problem Solving, Business Strategy, Organizational Strategy, Analysis, Diagram Design, Verbal Communication Skills

    4.3
    Rating, 4.3 out of 5 stars
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    16 reviews

    Intermediate · Specialization · 3 - 6 Months

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    R

    Rice University

    Principles of Computing (Part 2)

    Skills you'll gain: Computational Thinking, Programming Principles, Algorithms, Data Structures, Theoretical Computer Science, Computer Programming, Python Programming, Computer Science, Verification And Validation, Game Theory, Mathematical Modeling, Test Case, Simulations

    4.8
    Rating, 4.8 out of 5 stars
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    365 reviews

    Intermediate · Course · 1 - 4 Weeks

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    G

    Google Cloud

    Encoder-Decoder Architecture - בעברית

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Recurrent Neural Networks (RNNs), Generative AI, Generative Model Architectures, Applied Machine Learning, Natural Language Processing

    Advanced · Course · 1 - 4 Weeks

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    C

    Codio

    C++ Basic Structures: Vectors, Pointers, Strings, and Files

    Skills you'll gain: File I/O, Data Import/Export, C++ (Programming Language), Data Structures, File Management, Computer Programming, Data Store, Computer Science

    4.7
    Rating, 4.7 out of 5 stars
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    235 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    Universidad Nacional Autónoma de México

    Python: de cero a analista de datos

    Skills you'll gain: Exploratory Data Analysis, Pandas (Python Package), Extract, Transform, Load, Data Analysis, NumPy, Time Series Analysis and Forecasting, Data Visualization Software, Data Science, Python Programming, Jupyter, Package and Software Management, Graphing, Matplotlib, Data Import/Export, Data Manipulation, Software Installation, Scripting, Linux, Programming Principles, Cross Platform Development

    4.1
    Rating, 4.1 out of 5 stars
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    86 reviews

    Beginner · Specialization · 3 - 6 Months

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    K

    Knowledge Accelerators

    The ABC's of GDPR: Protecting Privacy in an Online World

    Skills you'll gain: General Data Protection Regulation (GDPR), Information Privacy, Personally Identifiable Information, Law, Regulation, and Compliance, Compliance Management, Regulation and Legal Compliance, Regulatory Requirements, Data Ethics, Compliance Reporting, Data Governance, Data Security, Data Management, Data Integrity, Data Processing

    4.9
    Rating, 4.9 out of 5 stars
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    69 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    A

    Arizona State University

    Sustainability Analyst Fundamentals

    Skills you'll gain: Program Implementation, Plan Execution, Sustainable Development, Business Planning, Data Analysis, Sustainability Reporting, Spreadsheet Software, Contract Management, Waste Minimization, Marketing and Public Relations, Analysis, Sustainability Standards, Policy Development, Annual Reports, Interactive Learning, Sustainable Business, Vendor Contracts, Goal Setting, Business Writing, Project Management

    4.4
    Rating, 4.4 out of 5 stars
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    95 reviews

    Beginner · Specialization · 3 - 6 Months

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    I

    IBM

    Introduction to UX/UI Design

    Skills you'll gain: Design Thinking, User Research, Wireframing, Augmented and Virtual Reality (AR/VR), Emerging Technologies, Prototyping, Software Development Life Cycle

    4.7
    Rating, 4.7 out of 5 stars
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    78 reviews

    Beginner · Course · 1 - 4 Weeks

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    G

    Google Cloud

    Transformer Models and BERT Model - 繁體中文

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Transfer Learning, Generative Model Architectures, Text Mining, Applied Machine Learning

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    Aprendiendo Python con textos, números y ecuaciones

    Skills you'll gain: Program Development, Python Programming, Jupyter, Algorithms, Engineering Calculations, Computer Programming, Mathematical Modeling, Linear Algebra, Applied Mathematics

    4.8
    Rating, 4.8 out of 5 stars
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    36 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Fundamentals for Implementing a Hypertension Program: Johns Hopkins University
  • Analytics Project Ideation: University of Minnesota
  • Future Studies: Fundação Instituto de Administração
  • Principles of Computing (Part 2): Rice University
  • Encoder-Decoder Architecture - בעברית: Google Cloud
  • C++ Basic Structures: Vectors, Pointers, Strings, and Files: Codio
  • Python: de cero a analista de datos: Universidad Nacional Autónoma de México
  • The ABC's of GDPR: Protecting Privacy in an Online World : Knowledge Accelerators
  • Sustainability Analyst Fundamentals: Arizona State University
  • Introduction to UX/UI Design: IBM

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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