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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


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    É

    École Polytechnique Fédérale de Lausanne

    Éléments de Géomatique

    Skills you'll gain: Spatial Data Analysis, Geospatial Mapping, Geospatial Information and Technology, Geographic Information Systems, Spatial Analysis, Geostatistics, Global Positioning Systems, 3D Modeling, Visualization (Computer Graphics), Engineering, Scientific, and Technical Instruments, Engineering Calculations, Trigonometry, Systems Of Measurement, Applied Mathematics

    4.7
    Rating, 4.7 out of 5 stars
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    143 reviews

    Intermediate · Course · 1 - 3 Months

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    Columbia University

    Construction Scheduling

    Skills you'll gain: Project Schedules, Project Risk Management, Scheduling, Construction Management, Timelines, Lean Methodologies, Architecture and Construction, Construction Engineering, Milestones (Project Management), Diagram Design, Project Management Software, Work Breakdown Structure, Resource Allocation, Dependency Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    2.3K reviews

    Beginner · Course · 3 - 6 Months

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    U

    University of Colorado Boulder

    Light Emitting Diodes and Semiconductor Lasers

    Skills you'll gain: Semiconductors, Electrical Engineering, Electronics, Display Devices, Electronic Components, Materials science, Engineering Calculations, Mathematical Modeling, Physics, Applied Mathematics

    Build toward a degree

    3.8
    Rating, 3.8 out of 5 stars
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    49 reviews

    Advanced · Course · 1 - 3 Months

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    É

    École Polytechnique Fédérale de Lausanne

    Big Data Analysis with Scala and Spark

    Skills you'll gain: Apache Spark, Scala Programming, Distributed Computing, Big Data, Data Manipulation, Data Processing, Performance Tuning, Data Persistence, SQL, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    2.6K reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Edureka

    Power BI for Data Science and Analytics

    Skills you'll gain: Data Analysis Expressions (DAX), Data Storytelling, Analytics, Excel Formulas, Predictive Modeling, Anomaly Detection, Python Programming, Machine Learning

    4.2
    Rating, 4.2 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    C

    Columbia University

    Advanced Topics in Derivative Pricing

    Skills you'll gain: Derivatives, Credit Risk, Financial Market, Portfolio Risk, Capital Markets, Risk Analysis, Risk Management, Market Dynamics, Portfolio Management, Financial Modeling, Operations Research, Mathematical Modeling, Probability Distribution, Applied Mathematics, Computer Programming

    4.4
    Rating, 4.4 out of 5 stars
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    30 reviews

    Intermediate · Course · 1 - 3 Months

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    G

    Google Cloud

    Modernize Infrastructure and Applications with Google Cloud

    Skills you'll gain: Serverless Computing, Digital Transformation, Application Programming Interface (API), Business Transformation, Hybrid Cloud Computing, Cloud Infrastructure, Google Cloud Platform, Containerization, Multi-Cloud, Cloud Computing, Cloud Deployment, Kubernetes, Application Development, Virtual Machines

    4.7
    Rating, 4.7 out of 5 stars
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    1.6K reviews

    Beginner · Course · 1 - 4 Weeks

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    T

    Tecnológico de Monterrey

    Conceptos y Herramientas para la Física Universitaria

    Skills you'll gain: Mathematical Modeling, Calculus, Physics, Integral Calculus, Graphing, Applied Mathematics, Mechanics, Linear Algebra, Algebra, Geometry, Trigonometry, Derivatives

    4.5
    Rating, 4.5 out of 5 stars
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    428 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    ChatGPT for Beginners: Save time with Microsoft Excel

    Skills you'll gain: ChatGPT, Microsoft Excel, Excel Formulas, Web Scraping, Data Synthesis, Data Cleansing, Text Mining, Data Manipulation, AI Enablement, Data Analysis Software, Unstructured Data, Prompt Engineering, Business Analytics, Data Management

    4.7
    Rating, 4.7 out of 5 stars
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    350 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Google Cloud

    From Data to Insights with Google Cloud 日本語版

    Skills you'll gain: Looker (Software), Data Access, Google Cloud Platform, Dashboard, Machine Learning, SQL, Applied Machine Learning, Data Import/Export, Big Data, Data Storytelling, Data Cleansing, Data Transformation, Data Visualization Software, Database Management, Cloud Infrastructure, Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Data Preprocessing, Data Analysis, Data Architecture

    4.5
    Rating, 4.5 out of 5 stars
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    13 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Essential Linear Algebra for Data Science

    Skills you'll gain: Linear Algebra, Applied Mathematics, Data Science, Data Analysis, Statistical Methods, Algebra, Numerical Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    184 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google

    The Power of Statistics

    Skills you'll gain: Sampling (Statistics), Descriptive Statistics, Statistical Hypothesis Testing, Data Analysis, Probability Distribution, Statistics, Data Science, Statistical Analysis, A/B Testing, Statistical Methods, Probability, Statistical Inference, Statistical Programming, Python Programming, Technical Communication

    4.8
    Rating, 4.8 out of 5 stars
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    862 reviews

    Advanced · Course · 1 - 3 Months

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

  • Éléments de Géomatique: École Polytechnique Fédérale de Lausanne
  • Construction Scheduling: Columbia University
  • Light Emitting Diodes and Semiconductor Lasers: University of Colorado Boulder
  • Big Data Analysis with Scala and Spark: École Polytechnique Fédérale de Lausanne
  • Power BI for Data Science and Analytics: Edureka
  • Advanced Topics in Derivative Pricing: Columbia University
  • Modernize Infrastructure and Applications with Google Cloud: Google Cloud
  • Conceptos y Herramientas para la Física Universitaria: Tecnológico de Monterrey
  • ChatGPT for Beginners: Save time with Microsoft Excel: Coursera
  • From Data to Insights with Google Cloud 日本語版: Google Cloud

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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