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CBT Nuggets

Python and Pandas for Data Manipulation

This Python and Pandas for Data Manipulation training teaches how to efficiently manipulate and analyze data from multiple sources. Learn to clean, filter, sort, and combine data to extract insights. Perfect for onboarding data professionals or as a reference for IT teams. Topics include data cleaning, statistics, and visualization for smarter decision-making.

Updated May 2022

20Skills
120Videos
18h 28mTotal
120 videos18h 28m

Who This Course Is For

This Python and Pandas for Data Manipulation training is considered associate-level open source training, which means it was designed for data analysts. This Python skills course is valuable for new IT professionals with at least a year of experience with data science and experienced data practitioners looking to validate their data skills.

Skills Your Team Will Gain

  • Extracting meaning from numbers
  • Managing large data sources and extracting the right data from them
  • Importing, cleaning, and calculating statistics
  • Visualizing data and making smarter decisions

Course Curriculum

  • Installation and SetupFree53m
  • Premium skill.Jupyter Notebook45m
  • Premium skill.Series Introduction53m
  • Premium skill.Series Attributes and Methods54m
  • Premium skill.Series Basics1h 8m
  • Premium skill.DataFrame Introduction1h 3m
  • Premium skill.DataFrame Cleaning45m
  • Premium skill.DataFrame Sorting56m
  • Premium skill.Filtering Data1h 5m
  • Premium skill.Filtering Duplicates48m
  • Premium skill.Extracting Values57m
  • Premium skill.Extraction Methods52m
  • Premium skill.Text Data Basics59m
  • Premium skill.Splitting and Stripping Text Data48m
  • Premium skill.Grouping Methods48m
  • Premium skill.Combining DataFrames59m
  • Premium skill.Time Series Data46m
  • Premium skill.Date Ranges1h 8m
  • Premium skill.DataReader54m
  • Premium skill.Visualization1h 6m

Readiness check

Confirm prerequisite knowledge before training begins

A short placement assessment on the CBT Nuggets assessments platform measures whether a learner already has the foundation this course assumes. IT Directors use it to put the right people in the right training — and any learner can take it right now to make sure they'll get full value from day one.

  • Questions generated from this course's own lesson transcripts — what gets measured is exactly what gets taught
  • Instant, per-learner results that show whether the prerequisite foundation is in place
  • Results roll up into team readiness reporting, so training hours go where they change outcomes

Runs on assessments.cbtnuggets.com — sign in with an Adept account so results roll up into team readiness reporting. Need one? Create an Adept account.

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