Red Hat Red Hat OpenShift Data Science
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Red Hat OpenShift Data Science

    • Welcome
    • Classroom Environment
    • Chapter 1: Introduction
      • Introduction to RedHat OpenShift Data Science
      • Jupyter Notebooks
      • Lab: Jupyter Notebooks
    • Chapter 2: Data Analysis and Visualization
      • Data Analysis and Visualization
      • Lab: Explore Data with Pandas
      • Lab: Multi-dimensional data analysis with NumPy
      • Lab: Visualizing Data with Matplotlib
    • Chapter 3: Machine Learning
      • Machine Learning and Deep Learning
      • Lab: Predictive Data Analysis using Scikit-Learn
      • Lab: Deep Learning using Tensorflow and Keras
      • Lab: Deep Learning using PyTorch
    • Chapter 4: Deploying and Serving Machine Learning Models
      • Serving Machine Learning models
      • Lab: Serving Machine Learning models using Flask
      • Lab: Streaming Data with RedHat OpenShift Streams for Kafka
Red Hat OpenShift Data Science 1.25
  • Red Hat OpenShift Data Science
    • 1.25
  • Red Hat OpenShift Data Science
  • Chapter 2: Data Analysis and Visualization
  • Lab: Visualizing Data with Matplotlib

Lab: Visualizing Data with Matplotlib

Objectives

  • Visualize and plot data with Matplotlib in Jupyter notebooks

Steps

  • Simple Line charts

  • Bar charts, Pie Charts and Heatmaps

  • Scatter Plots

  • Histograms and density charts

  • https://www.kaggle.com/learn/data-visualization

Lab: Multi-dimensional data analysis with NumPy Chapter 3: Machine Learning
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