Visualization for Data Science using Python udemy course free download
What you'll learn:
Visualization: Machine Learning in Python
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Master Visualization and Dimensionality Reduction in Python
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Become an advanced, confident, and modern data scientist from scratch
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Become job-ready by understanding how Dimensionality Reduction behind the scenes
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Apply robust Machine Learning techniques for Dimensionality Reduction
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Master Machine Learning Tools such as PCA, LLE, TSNE, Multidimensional Scaling, ISOMAP, Fisher Discriminant Analysis, etc.
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How to think and work like a data scientist: problem-solving, researching, workflows
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Get fast and friendly support in the Q&A area…….
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Practice your skills with 10+ challenges and assignments (solutions included)
Requirements::
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No data science experience is necessary to take this course.
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Any computer and OS will work — Windows, macOS, or Linux. We will set up your code environment in the course.
Description:
VISUALIZATION FOR DATA SCIENCE USING PYTHON IS SET UP TO MAKE LEARNING FUN AND EASY
This 60+ lesson course includes 15 hours of high-quality video and text explanations of everything under Statistics and Visualization. Topic is organized into the following sections:
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Data Type - Random variable, discrete, continuous, categorical, numerical, nominal, ordinal, qualitative and quantitative data types
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Visualizing data, including bar graphs, pie charts, histograms, and box plots
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Analyzing data, including mean, median, and mode, IQR and box-and-whisker plots
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Data distributions, including standard deviation, variance, coefficient of variation, Covariance and Normal distributions and z-scores
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Chi Square distribution and Goodness of Fit
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Scatter plots - One, Two and Three dimensional
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Pair plots
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Box plots
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Violin plots
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End to end Exploratory Data Analysis of Iris dataset
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End to end Exploratory Data Analysis of Haberman dataset
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Principle Component Analysis and MNIST dataset
AND HERE'S WHAT YOU GET INSIDE OF EVERY SECTION:
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We will start with basics and understand the intuition behind each topic
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Video lecture explaining the concept with many real life examples so that the concept is drilled in
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Walkthrough of worked out examples to see different ways of asking question and solving them
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Logically 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:
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Lifetime access to the course
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Friendly support in the Q&A section
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Udemy Certificate of Completion available for download
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30-day money back guarantee
Who this course is for:
- Anyone wanting to learn foundational visualization for Data Science
- Aspirants for Data Analyst Role
Course Details:
- 15.5 hours on-demand video
- Access on mobile and TV
- Full lifetime access
- Certificate of completion