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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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    Pontificia Universidad Católica del Perú

    Propedéutico: Fundamentos para Posgrado en Negocios

    Skills you'll gain: Writing, Statistical Methods, Business Mathematics, Business Writing, Financial Analysis, Learning Strategies, Finance, Productivity, Artificial Intelligence, Business Economics, Business, Goal Setting, Responsible AI, Critical Thinking

    Beginner · Course · 1 - 3 Months

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    University of Colorado Boulder

    Kinematics: Describing the Motions of Spacecraft

    Skills you'll gain: Global Positioning Systems, Mechanics, Linear Algebra, Numerical Analysis, Engineering Analysis, Differential Equations, Trigonometry, Mathematical Modeling, Applied Mathematics, Verification And Validation, Advanced Mathematics, Algorithms

    4.9
    Rating, 4.9 out of 5 stars
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    339 reviews

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Analyze Timelines: Conquer Project Bottlenecks

    Skills you'll gain: Project Risk Management, Dependency Analysis, Case Studies, Project Schedules, Scheduling, Risk Mitigation, Risk Analysis

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Typography and Color Theory in Design with Canva

    Skills you'll gain: Canva (Software), Color Theory, Typography, Creative Design, Design, Graphic and Visual Design, Graphic Design, Visual Design, Design Elements And Principles

    Beginner · Course · 1 - 4 Weeks

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    University of Washington

    머신 러닝: 회귀 모델

    Skills you'll gain: Model Evaluation, Regression Analysis, Supervised Learning, Machine Learning, Predictive Modeling, Applied Machine Learning, Feature Engineering, Data Preprocessing, Statistical Methods, Python Programming, Linear Algebra, Algorithms

    Mixed · Course · 1 - 3 Months

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    Duke University

    Spark, Hadoop, and Snowflake for Data Engineering

    Skills you'll gain: PySpark, Databricks, Data Pipelines, Apache Spark, MLOps (Machine Learning Operations), Apache Hadoop, Big Data, Data Warehousing, Data Quality, Data Integration, Data Processing, Database Architecture and Administration, DevOps, Distributed Computing, Data Transformation, SQL, Python Programming

    3.9
    Rating, 3.9 out of 5 stars
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    62 reviews

    Advanced · Course · 1 - 4 Weeks

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    SkillsBooster Academy

    AI Sound Generation for Business Communication

    Skills you'll gain: Generative AI, AI Product Strategy, Brand Strategy, Content Creation, Business Communication, Storytelling, Media Production, Brand Awareness, Social Media Content, Digital Design, Business Ethics, Marketing Communications, Creative Thinking, Influencing, Business Transformation, Entrepreneurship, Creative Problem-Solving, Media and Communications, Customer Engagement, Digital Marketing

    Beginner · Course · 1 - 3 Months

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    University of Michigan

    Introduction to CSS3

    Skills you'll gain: Cascading Style Sheets (CSS), Web Content Accessibility Guidelines, HTML and CSS, Web Design, Responsive Web Design, User Interface (UI), Usability, Browser Compatibility, Web Development Tools, Web Development, Debugging

    4.8
    Rating, 4.8 out of 5 stars
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    Beginner · Course · 1 - 3 Months

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    University of Glasgow

    Capstone Assignment - CDSS 5

    Skills you'll gain: Data Mining, Deep Learning, Clinical Data Management, Health Informatics, Model Evaluation, Responsible AI, Applied Machine Learning, Machine Learning, Artificial Intelligence, Recurrent Neural Networks (RNNs), Logistic Regression

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Recommender Systems Complete Course Beginner to Advanced

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Natural Language Processing, Deep Learning, Predictive Modeling, Time Series Analysis and Forecasting, Artificial Neural Networks, Machine Learning, Embeddings, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

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    University of California San Diego

    Finding Hidden Messages in DNA (Bioinformatics I)

    Skills you'll gain: Bioinformatics, Molecular Biology, Data Analysis, Biochemistry, Biology, Algorithms, Microbiology, Python Programming

    4.3
    Rating, 4.3 out of 5 stars
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    1.1K reviews

    Intermediate · Course · 1 - 3 Months

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    Board Infinity

    Google Analytics: Quick Wins and Hacks for Marketers

    Skills you'll gain: Google Analytics, Marketing Analytics, Web Analytics, Marketing Effectiveness, Campaign Management, Digital Marketing, Target Audience, Customer Insights, Analytics, Performance Analysis, A/B Testing, Dashboard, Performance Metric, Content Strategy

    Beginner · Course · 1 - 4 Weeks

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

  • Propedéutico: Fundamentos para Posgrado en Negocios: Pontificia Universidad Católica del Perú
  • Kinematics: Describing the Motions of Spacecraft: University of Colorado Boulder
  • Analyze Timelines: Conquer Project Bottlenecks: Coursera
  • Typography and Color Theory in Design with Canva: Coursera
  • 머신 러닝: 회귀 모델: University of Washington
  • Spark, Hadoop, and Snowflake for Data Engineering: Duke University
  • AI Sound Generation for Business Communication: SkillsBooster Academy
  • Introduction to CSS3: University of Michigan
  • Capstone Assignment - CDSS 5: University of Glasgow
  • Recommender Systems Complete Course Beginner to Advanced: Packt

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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