Visualization for Data Science using Python

Genre: eLearning | Language: English | Duration: 15 Lectures ( 2h 52m ) | Size: 1.3 GB
What you'll learn
Visualizing data, including bar graphs, pie charts, histograms
Data distributions, including mean, variance, and standard deviation, and normal distributions and z-scores
Analyzing data, including mean, median, and mode, plus range and IQR and box plots
Univariate and Multivariate data visualization
Code based implementation of different plots like scatter plot, pair plots, box plots, violin plots
Matplotlib and seaborn visualization packages
Requirements
Basic understanding of python commands
Foundational Mathematics
Description
VISUALIZATION FOR DATA SCIENCE USING PYTHON IS SET UP TO MAKE LEARNING FUN AND EASYThis 30+ lesson course includes 8 hours of high-quality video and text explanations of everything under Statistics and Visualization. Topic is organized into the following sections:Data Type - Random variable, discrete, continuous, categorical, numerical, nominal, ordinal, qualitative and quantitative data typesVisualizing data, including bar graphs, pie charts, histograms, and box plotsAnalyzing data, including mean, median, and mode, IQR and box-and-whisker plotsData distributions, including standard deviation, variance, coefficient of variation, Covariance and Normal distributions and z-scoresChi Square distribution and Goodness of FitScatter plots - One, Two and Three dimensionalPair plotsBox plotsViolin plotsEnd to end Exploratory Data Analysis of Iris datasetEnd to end Exploratory Data Analysis of Haberman datasetPrinciple Component Analysis and MNIST datasetAND HERE'S WHAT YOU GET INSIDE OF EVERY SECTION:We will start with basics and understand the intuition behind each topicVideo lecture explaining the concept with many real life examples so that the concept is drilled inWalkthrough of worked out examples to see different ways of asking question and solving themLogically connected concepts which slowly builds up Enroll today ! Can't wait to see you guys on the other side and go through this carefully crafted course which will be fun and easy.YOU'LL ALSO GET:Lifetime access to the courseFriendly support in the Q&A sectionUdemy Certificate of Completion available for download30-day money back guarantee
Who this course is for
Anyone wanting to learn foundational visualization for Data Science
Aspirants for Data Analyst Role
Homepage

https://www.udemy.com/course/visualization-for-data-science-using-python/