Python Programming Pro Bundle

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6 Courses & 35 Hours
$29.00$192.00
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What's Included

Data Analysis With Python and Pandas
  • 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

SR
Stone River eLearning

Stone 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

Terms

  • Instant digital redemption
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