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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
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    The University of Notre Dame

    Ethics of Technology

    Skills you'll gain: Data Ethics, Analytical Skills, Responsible AI, Big Data, Ethical Standards And Conduct, Machine Learning, Business Ethics, Information Privacy, Artificial Intelligence, Technology Strategies, Social Justice

    4.6
    Rating, 4.6 out of 5 stars
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    46 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Colorado Boulder

    Control of Nonlinear Spacecraft Attitude Motion

    Skills you'll gain: Control Systems, Vibrations, Torque (Physics), Mathematical Modeling, Differential Equations, Simulation and Simulation Software, Engineering Analysis, Applied Mathematics, Mechanics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    68 reviews

    Advanced · Course · 1 - 4 Weeks

  • 2

    28DIGITAL

    Basic Recommender Systems

    Skills you'll gain: Model Evaluation, Data Ethics, Systems Design, System Requirements, Responsible AI, Machine Learning Algorithms, Innovation, Algorithms, Data Preprocessing, Predictive Modeling, Data-Driven Decision-Making, Applied Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
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    43 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of California, Davis

    Quantitative Research

    Skills you'll gain: Surveys, Statistical Hypothesis Testing, Quantitative Research, Statistical Analysis, Marketing Analytics, Market Research, Data Analysis, Marketing, Target Market, Market Analysis, Regression Analysis, Sample Size Determination, Quality Control

    4.4
    Rating, 4.4 out of 5 stars
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    344 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    D

    DeepLearning.AI

    Структурирование проектов по машинному обучению

    Skills you'll gain: Transfer Learning, Debugging, Deep Learning, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Data-Driven Decision-Making, Machine Learning, Model Evaluation, Estimation, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    University of Washington

    Social Media Data Analytics

    Skills you'll gain: Text Mining, Data Visualization Software, Correlation Analysis, Statistical Analysis, Data Analysis, Analytics, Data Collection, Social Network Analysis, Unstructured Data, R Programming, Regression Analysis, Application Programming Interface (API), Trend Analysis, Python Programming

    4.1
    Rating, 4.1 out of 5 stars
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    298 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Michigan

    Writing and Editing: Drafting

    Skills you'll gain: Editing, Writing, Planning, Brainstorming, Time Management, Overcoming Obstacles, Productivity, Creativity, Growth Mindedness, Learning Strategies

    4.8
    Rating, 4.8 out of 5 stars
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    373 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Sensor Manufacturing and Process Control

    Skills you'll gain: Control Systems, Process Control, Machine Controls, Engineering, Scientific, and Technical Instruments, Automation Engineering, Manufacturing Processes, Embedded Software, Electrical and Computer Engineering, Embedded Systems, Electronics, Semiconductors, Laboratory Equipment, Electronics Engineering, Test Equipment, Medical Devices, Performance Tuning, Electronic Components, Mechanical Design, Product Testing, Mathematical Modeling

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    320 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    Universidad de los Andes

    Introducción a la ciencia de datos aplicada

    Skills you'll gain: Data Visualization, Exploratory Data Analysis, Statistical Hypothesis Testing, Correlation Analysis, Data Science, Jupyter, Data Analysis, Business Analytics, Statistical Analysis, Probability & Statistics, Python Programming, Descriptive Statistics, Data Modeling, Statistical Modeling, Design Thinking

    4.7
    Rating, 4.7 out of 5 stars
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    443 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    Universidad Nacional Autónoma de México

    Innovar tu enseñanza con design thinking

    Skills you'll gain: Design Thinking, Student-Centred Learning, Brainstorming, Creative Problem-Solving, Innovation, Human Centered Design, Problem Solving, Needs Assessment, Collaboration, Constructive Feedback, Planning, Empathy

    4.8
    Rating, 4.8 out of 5 stars
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    239 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    U

    Universidade de São Paulo

    Processamento Neural de Linguagem Natural em Português I

    Skills you'll gain: Recurrent Neural Networks (RNNs), Natural Language Processing, Artificial Neural Networks, Tensorflow, Python Programming, Embeddings, Applied Machine Learning, Classification Algorithms, Deep Learning

    4.4
    Rating, 4.4 out of 5 stars
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    21 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Cape Town

    How Entrepreneurs in Emerging Markets can master the Blockchain Technology

    Skills you'll gain: Blockchain, Cryptography, FinTech, Emerging Technologies, Machine Learning, Financial Data, Artificial Intelligence, Financial Systems, Supervised Learning, Information Privacy, Entrepreneurship, Technology Strategies, Unsupervised Learning, Data Integrity, Distributed Computing, Data Management, Reinforcement Learning

    4.7
    Rating, 4.7 out of 5 stars
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    44 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Ethics of Technology: The University of Notre Dame
  • Control of Nonlinear Spacecraft Attitude Motion: University of Colorado Boulder
  • Basic Recommender Systems: 28DIGITAL
  • Quantitative Research: University of California, Davis
  • Структурирование проектов по машинному обучению: DeepLearning.AI
  • Social Media Data Analytics: University of Washington
  • Writing and Editing: Drafting: University of Michigan
  • Sensor Manufacturing and Process Control: University of Colorado Boulder
  • Introducción a la ciencia de datos aplicada: Universidad de los Andes
  • Innovar tu enseñanza con design thinking: Universidad Nacional Autónoma de México

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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