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Data Analysis in Python · LearnSpace
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courseraIT и технологии

Data Analysis in Python

Курс от Codio
Уровень не указан≈ 17.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Code and run your first Python script in minutes without installing anything! This course is designed for learners with no coding experience. It provides a crash course in Python, enabling the learners to delve into core data analysis topics that can be transferred to other languages. This course will teach you how to import and organize your data, use functions to gather descriptive statistics and perform statistical tests. Experience a truly hands-on, self-paced learning journey with our unique video-free course structure. Assignments contain short explanations with images and runnable code examples with suggested edits to explore code examples further, building a deeper understanding by doing. You’ll benefit from instant feedback from various assessment items along the way, gently progressing from quick understanding checks (multiple choice, fill-in-the-blank, and un-scrambling code blocks) to small, approachable coding exercises that take minutes instead of hours. Finally, a longer-form lab at the end of the course will allow you to apply all learned concepts within a real-world context.

Навыки, которые вы освоите

Data Import/ExportData ManipulationData WranglingPython ProgrammingData AnalysisStatistical Hypothesis TestingDescriptive StatisticsScriptingPandas (Python Package)Correlation AnalysisProgramming PrinciplesProbability & StatisticsComputer ProgrammingStatistical MethodsMatplotlibData VisualizationPlot (Graphics)Computational LogicData CleansingStatistical Analysis

Программа курса

5 модулей · 37 учебных материалов

01Describing a Numerical Data Set9 материалов

Printing and Sorting

Navigating Codio AssignmentsЧтениеCodio: Printing and SortingВнешний инструментPrinting and Sorting Lesson NotesЧтение

Data Types

Codio: Data TypesВнешний инструмент

Учитесь у экспертов

Sharon Jason

Director of Customer Success

Data Analysis in Python
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Обучение откроется на Coursera
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Обучение на Coursera

≈ 17.4 ч

5 модулей

Язык: Английский

Часть программы вашего университета
Data Types Lesson NotesЧтение

Statistical Functions

Codio: Statistical FunctionsВнешний инструментStatistical Functions Lesson NotesЧтение

Coding Exercises

Codio: Basics Coding ExercisesВнешний инструментHow to Reset an Assignment in CodioЧтение
02Importing and Describing Mixed Data Sets (pandas, matplotlib)9 материалов

Logical Operator

Copy of Navigating Codio AssignmentsЧтениеCodio: Logical OperatorВнешний инструментLogical Operator Lesson NotesЧтение

Importing a Data Frame

Codio: Importing a Data FrameВнешний инструментImporting a Data Frame Lesson NotesЧтение

Selecting Data

Codio: Selecting DataВнешний инструментSelecting Data Lesson NotesЧтение

Mixed Data Sets Coding Exercises

Codio: Mixed Data Sets Coding ExercisesВнешний инструментCopy of How to Reset an Assignment in CodioЧтение
03Statistical Tests to Determine if Populations are Different9 материалов

Conditionals

Codio: ConditionalsВнешний инструментCopy of Copy of Navigating Codio AssignmentsЧтениеConditionals Lesson NotesЧтение

Handling Incomplete Data Sets

Codio: Handling Incomplete Data SetsВнешний инструментHandling Incomplete Data Sets Lesson NotesЧтение

Merges and Joins

Codio: Merges and JoinsВнешний инструментMerges and Joins Lesson NotesЧтение

Determine if Populations are Different Coding Exercises

Codio: Determine if Populations are Different Coding ExercisesВнешний инструментCopy of Copy of How to Reset an Assignment in CodioЧтение
04Statistical Tests to Describe Relationships9 материалов

Comparison Test

Codio: Comparison TestВнешний инструментComparison Test Lesson NotesЧтениеCopy of Navigating Codio AssignmentsЧтение

Correlation Test

Codio: Correlation TestВнешний инструментCorrelation Test Lesson NotesЧтение

Regression Test

Codio: Regression TestВнешний инструментRegression Test Lesson NotesЧтение

Statistical Tests to Describe Relationships Coding Exercises

Codio: Describe Relationships Coding ExercisesВнешний инструментCopy of Copy of How to Reset an Assignment in CodioЧтение
05Python Data Analysis Lab1 материалов
Codio: Python Data Analysis LabВнешний инструмент