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    Results for "dimensionality reduction"

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      Mathematics for Machine Learning

      Skills you'll gain: Linear Algebra, Dimensionality Reduction, NumPy, Regression Analysis, Calculus, Probability & Statistics, Integral Calculus, Machine Learning Methods, Statistical Analysis, Statistics, Advanced Mathematics, Jupyter, Machine Learning Algorithms, Data Science, Mathematical Modeling, Applied Mathematics, Graph Theory, Artificial Neural Networks, Python Programming, Algorithms

      4.6
      Rating, 4.6 out of 5 stars
      ·
      15K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      Mathematics for Machine Learning: PCA

      Skills you'll gain: Dimensionality Reduction, Probability & Statistics, NumPy, Statistics, Jupyter, Linear Algebra, Data Science, Python Programming, Machine Learning, Applied Mathematics

      4
      Rating, 4 out of 5 stars
      ·
      3.2K reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D
      S

      Multiple educators

      Machine Learning

      Skills you'll gain: Unsupervised Learning, Machine Learning, Anomaly Detection, Reinforcement Learning, Supervised Learning, Feature Engineering, Decision Tree Learning, Classification And Regression Tree (CART), Data Ethics, Tensorflow, Regression Analysis, Machine Learning Algorithms, Applied Machine Learning, Scikit Learn (Machine Learning Library), Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Python Programming, NumPy, Artificial Neural Networks

      Build toward a degree

      4.9
      Rating, 4.9 out of 5 stars
      ·
      35K reviews

      Beginner · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Data Analysis with R

      Skills you'll gain: Sampling (Statistics), Statistical Hypothesis Testing, Regression Analysis, Exploratory Data Analysis, Statistical Inference, R Programming, Bayesian Statistics, Data Analysis, Probability Distribution, Probability, Statistics, Quantitative Research, Statistical Analysis, Probability & Statistics, Correlation Analysis, Statistical Modeling, Mathematical Modeling, Predictive Modeling, Descriptive Statistics, Data Visualization

      4.7
      Rating, 4.7 out of 5 stars
      ·
      7.5K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Machine Learning with Python

      Skills you'll gain: Unsupervised Learning, Feature Engineering, Supervised Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Jupyter, Python Programming, Machine Learning, Predictive Modeling, Classification And Regression Tree (CART), Regression Analysis, Statistical Modeling, Dimensionality Reduction, Data Validation, Performance Tuning

      4.7
      Rating, 4.7 out of 5 stars
      ·
      18K reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Preview
      Preview
      D

      Deep Teaching Solutions

      Learning How to Learn: Powerful mental tools to help you master tough subjects

      Skills you'll gain: Creativity, Learning Strategies, Learning Theory, Willingness To Learn, Student Engagement, Time Management, Growth Mindedness, Productivity, Self-Discipline, Cognitive flexibility, Overcoming Obstacles, Stress Management, Adaptability

      4.8
      Rating, 4.8 out of 5 stars
      ·
      92K reviews

      Beginner · Course · 1 - 4 Weeks

    What brings you to Coursera today?

    • Status: Free Trial
      Free Trial
      M

      Macquarie University

      Excel Skills for Data Analytics and Visualization

      Skills you'll gain: Data Storytelling, Data Presentation, Pivot Tables And Charts, Power BI, Data Visualization Software, Data Visualization, Excel Formulas, Dashboard, Microsoft Excel, Data Analysis Expressions (DAX), Data Transformation, Data Import/Export, Excel Macros, Relational Databases, Spreadsheet Software, Graphing, Scatter Plots, Microsoft Power Platform, Data Manipulation, Data Analysis

      4.8
      Rating, 4.8 out of 5 stars
      ·
      5.8K reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Data Science: Foundations using R

      Skills you'll gain: Rmarkdown, Exploratory Data Analysis, Plot (Graphics), Knitr, R Programming, Data Manipulation, Statistical Visualization, Data Science, Data Visualization Software, Data Cleansing, Ggplot2, MySQL, Dimensionality Reduction, Software Installation, Version Control, Data Analysis, Data Sharing, Statistical Programming, GitHub, Machine Learning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      48K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Data Visualization & Dashboarding with R

      Skills you'll gain: Rmarkdown, Ggplot2, Shiny (R Package), Data Visualization, Data Presentation, Interactive Data Visualization, Data Visualization Software, Data Storytelling, Data Literacy, Tidyverse (R Package), Plot (Graphics), Spatial Data Analysis, R Programming, Plotly, Dashboard, Statistical Visualization, Spatial Analysis, Scatter Plots, Data Analysis, Data Science

      4.8
      Rating, 4.8 out of 5 stars
      ·
      431 reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Mathematics for Machine Learning and Data Science

      Skills you'll gain: Linear Algebra, Descriptive Statistics, Statistical Hypothesis Testing, Bayesian Statistics, Probability Distribution, Probability & Statistics, Sampling (Statistics), Calculus, Applied Mathematics, Advanced Mathematics, A/B Testing, Statistics, Probability, Numerical Analysis, Mathematical Modeling, Statistical Analysis, Data Science, Machine Learning Algorithms, Dimensionality Reduction, Machine Learning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      2.8K reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      M

      Microsoft

      Data Manipulation and Cleaning in R

      Skills you'll gain: Tidyverse (R Package), Data Cleansing, Data Manipulation, Data Wrangling, Data Quality, Data Import/Export, Data Transformation, R Programming, Data Validation, Text Mining, Data Structures, Generative AI

      Beginner · Course · 1 - 3 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      B

      Board Infinity

      Machine Learning Fundamentals for Java Developers

      Skills you'll gain: Feature Engineering, Statistical Machine Learning, Decision Tree Learning, Regression Analysis

      Beginner · Course · 1 - 4 Weeks

    1234…38

    In summary, here are 10 of our most popular dimensionality reduction courses

    • Mathematics for Machine Learning: Imperial College London
    • Mathematics for Machine Learning: PCA: Imperial College London
    • Machine Learning: DeepLearning.AI
    • Data Analysis with R: Duke University
    • Machine Learning with Python: IBM
    • Learning How to Learn: Powerful mental tools to help you master tough subjects: Deep Teaching Solutions
    • Excel Skills for Data Analytics and Visualization: Macquarie University
    • Data Science: Foundations using R: Johns Hopkins University
    • Data Visualization & Dashboarding with R: Johns Hopkins University
    • Mathematics for Machine Learning and Data Science: DeepLearning.AI

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