Introduction to Data Science in Python

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Nome:	Introduction to Data Science in Python
Description: Description This course will introduce the learner to the basics of the python programming environment, including fundamental python programming techniques such as lambdas, reading and manipulating csv files, and the numpy library. The course will introduce data manipulation and cleaning techniques using the popular python pandas data science library and introduce the abstraction of the Series and DataFrame as the central data structures for data analysis, along with tutorials on how to use functions such as groupby, merge, and pivot tables effectively. By the end of this course, students will be able to take tabular data, clean it, manipulate it, and run basic inferential statistical analyses. This course should be taken before any of the other Applied Data Science with Python courses: Applied Plotting, Charting & Data Representation in Python, Applied Machine Learning in Python, Applied Text Mining in Python, Applied Social Network Analysis in Python.
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Categoria:	Tutorials
Idioma:	English
Total Size:	398.49 MB
Informações Hash:	832EB8C1C959E9BC3E1CFDD92ABE0FA8EBAA11AC
Adicionado por:	tutsnode
Data adicionada:	2022-09-17 11:35:27
Torrent Status:	Torrent Verified

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[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/01_week-1/01_python-fundamentals/02_about-the-professor-christopher-brooks.en.srt	2.11 kB
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[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/01_week-1/01_python-fundamentals/03_data-science.en.srt	11.83 kB
[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/01_week-1/01_python-fundamentals/03_data-science.mp4	19.40 MB
[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/01_week-1/01_python-fundamentals/04_50-years-of-data-science-david-donoho-optional_50YearsDataScience.pdf	424.24 kB
[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/01_week-1/01_python-fundamentals/05_the-coursera-jupyter-notebook-system.en.srt	5.28 kB
[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/01_week-1/01_python-fundamentals/05_the-coursera-jupyter-notebook-system.mp4	5.87 MB
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[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/01_week-1/01_python-fundamentals/06_python-functions.mp4	20.54 MB
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[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/01_week-1/01_python-fundamentals/08_python-more-on-strings.mp4	8.37 MB
[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/01_week-1/01_python-fundamentals/09_python-demonstration-reading-and-writing-csv-files.en.srt	5.01 kB
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[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/01_week-1/01_python-fundamentals/12_advanced-python-lambda-and-list-comprehensions.en.srt	4.31 kB
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[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/01_week-1/01_python-fundamentals/13_advanced-python-demonstration-the-numerical-python-library-numpy.en.srt	8.70 kB
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[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/02_week-2/01_basic-data-processing-with-pandas/01_introduction.mp4	6.43 MB
[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/02_week-2/01_basic-data-processing-with-pandas/02_the-series-data-structure.en.srt	7.33 kB
[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/02_week-2/01_basic-data-processing-with-pandas/02_the-series-data-structure.mp4	10.37 MB
[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/02_week-2/01_basic-data-processing-with-pandas/03_querying-a-series.en.srt	14.14 kB
[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/02_week-2/01_basic-data-processing-with-pandas/03_querying-a-series.mp4	20.02 MB
[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/02_week-2/01_basic-data-processing-with-pandas/04_the-dataframe-data-structure.en.srt	11.49 kB
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[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/02_week-2/01_basic-data-processing-with-pandas/05_dataframe-indexing-and-loading.en.srt	8.32 kB
[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/02_week-2/01_basic-data-processing-with-pandas/05_dataframe-indexing-and-loading.mp4	13.04 MB
[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/02_week-2/01_basic-data-processing-with-pandas/06_querying-a-dataframe.en.srt	7.98 kB
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[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/03_week-3/01_advanced-python-pandas/02_pandas-idioms.mp4	17.09 MB
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[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/03_week-3/01_advanced-python-pandas/05_pivot-tables.en.srt	3.68 kB
[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/03_week-3/01_advanced-python-pandas/05_pivot-tables.mp4	6.61 MB
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[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/03_week-3/01_advanced-python-pandas/06_date-functionality.mp4	7.11 MB
[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/03_week-3/01_advanced-python-pandas/07_week-3-slides_introdatasciencepython_week3.pdf	139.68 kB
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[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/04_week-4/01_statistical-analysis-in-python-and-project/01_introduction.mp4	3.83 MB
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[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/04_week-4/01_statistical-analysis-in-python-and-project/02_distributions.mp4	9.71 MB
[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/04_week-4/01_statistical-analysis-in-python-and-project/03_more-distributions.en.srt	11.98 kB
[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/04_week-4/01_statistical-analysis-in-python-and-project/03_more-distributions.mp4	21.83 MB
[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/04_week-4/01_statistical-analysis-in-python-and-project/04_hypothesis-testing-in-python.en.srt	15.94 kB
[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/04_week-4/01_statistical-analysis-in-python-and-project/04_hypothesis-testing-in-python.mp4	30.09 MB
[TutsNode.net] - Coursera - Introduction to Data Science in Python/Coursera - Introduction to Data Science in Python/04_week-4/01_statistical-analysis-in-python-and-project/05_week-4-slides_introdatasciencepython_week4.pdf	793.76 kB

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Introduction to Data Science in Python