Python Programming Pro Bundle

Name: Python Programming Pro Bundle
Brand: Stone River eLearning
Price: 29.00 USD
Availability: Discontinued
Rating: 5 (1 reviews)

1 Review

3506 Enrolled

6 Courses & 35 Hours

$29.00$192.00

You save 84%

What's Included

$37.00 Value

Data Analysis With Python and Pandas

Stone River eLearning

51 Lessons (6h)

Lifetime

Certification included
Experience level required: All levels
Access 51 lectures & 6 hours of content 24/7
Length of time users can access this course: Lifetime

Course Curriculum

51 Lessons (6h)

Introduction to the Course
Course Introduction
Getting pandas and fundamentals
Introduction to Pandas
Section introduction
Creating and Navigating a Dataframe
Slices, head and tail
Indexing
Visualizing The Data
Converting To Python List Or Pandas Series
Section Conclusion
IO Tools
Section introduction
Read Csv And To Csv
io operations
Read hdf and to hdf
Read Json And To Json
Read Pickle And To Pickle
Section Conclusion
Pandas Operations
Section introduction
Column Manipulation (Operatings on columns, creating new ones)
Column and Dataframe logical categorization
Statistical Functions Against Data
Moving and rolling statistics
Rolling apply
Section Outro
Handling for Missing Data / Outliers
Section Intro
drop na
Filling Forward And Backward Na
detecting outliers
Section Conclusion
Combining Dataframes
Section Introduction
Concatenation
Appending data frames
Merging dataframes
Joining dataframes
Section Conclusion
Advanced Operations
Section Introduction
Basic Sorting
Sorting by multiple rules
Resampling basics time and how (mean, sum etc)
Resampling to ohlc
Correlation and Covariance Part 1
Correlation and Covariance Part 2
Mapping custom functions
Graphing percent change of income groups
Buffering basics
Buffering Into And Out Of Hdf5
Section Conclusion
Working with Databases
Section Introduction
Writing to reading from database into a data frame
Resampling data and preparing graph
Finishing Manipulation And Graph
Section and course Conclusion
Certificate Exam Access

Data Analysis With Python and Pandas

Stone River eLearningStone River eLearning is an online technology academy that presently serves 250,000 students enrolled in over 400 courses. These courses encompass topics such as IT certification and are geared towards both newbies and experienced users alike. For more details on the course and instructor, click here.

Description

Learn to effectively tease insights from large datasets using Python. Why is this a guaranteed career booster? Python is one of the most popular programming languages in use, while data analysis is a hot skill set in today's job market. From utilizing the Pandas and NumPy libraries to manipulating data frames, you'll master skills sure to increase your employability several times over.

Perform data analyses using Python w/ over 51 lectures & 6 hours of content
Dissect & analyze data using the Pandas & NumPy libraries
Manipulate raw data: index it, visualize it & more
Learn how to handle missing data & detect outliers
Perform statistical functions: measure correlation, calculate means & sums, etc.
Sort your data to make it easier to digest
Work w/ databases to manage large quantities of information
Master Python skills transferrable to many other applications

Specs

Details & Requirements

Length of time users can access this course: lifetime access
Access options: web streaming, mobile streaming
Certification of completion included
Redemption deadline: redeem your code within 30 days of purchase
Experience level required: all levels

Compatibility

Internet required

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Terms

Instant digital redemption

1 Review

5/ 5

All reviews are from verified purchasers collected after purchase.

David Christie

Verified Buyer

Dec 30, 2019

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