Expressway to Data Science Python Programming Specialization

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名前:	Expressway to Data Science Python Programming Specialization
_DESCRIPTION_: Description Learn to use Python for Data Science. Become familiar with Python and essential packages for data manipulation visualization WHAT YOU WILL LEARN Fundamentals of Python Programming Data Manipulation Packages such as Numpy and Pandas Data Visualization Packages such as Matplotlib and Seaborn By successfully completing this course, you will be able to describe the fundamentals of programming in Python. SKILLS YOU WILL GAIN Python Libraries Python Programming Pandas Matplotlib Numpy Data Science Flow control coding Computer Programming Functions Software Engineering Seaborn About this Specialization 4,234 recent views How many times have you decided to learn a programming language but got stuck somewhere along the way, grew frustrated, and gave up? This specialization is designed for learners who have little or no programming experience but want to use Python as a tool to play with data. In the first course, Introduction to Python Fundamentals, you will learn the basic input and output methods in Python, so you can write your first program. You will learn variables, operations, and flow control statements for more advanced programming. In the second course, Introduction to Python Functions, you will create and use functions to make your programs reusable and adaptive. You will also learn how to utilize basic packages. In the third course, Python Packages for Data Science, you will gain familiarity with the packages specifically used for data science, such as Pandas, Numpy, Matplotlib, and Seaborn. In this specialization, you will learn that programming in Python is like building with LEGO: you simply follow instructions, choose the pieces that fit together, and create something fulfilling and unique. Instead of giving up in frustration, you will discover that learning Python can be easy and fun. Applied Learning Project Learners will become familiar with Python and essential packages for data science through exploratory labs and guided examples. Starting from one single-line Python statement, learners will be able to utilize the most widely used Python packages to play with data and gain insights from data. Last Updated 12/2022
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カテゴリ:	Tutorials
言語:	English
合計サイズ:	1.38 GB
情報のハッシュ:	A87EA93A3DCD7C46B622A9C6F23B8AF515844588
を追加することによって:	tutsnode
追加日:	2023-01-05 13:30:46
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[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/01_hello-packages/04_exercise-game-2/01_exercise-game-2.mp4	27.97 MB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/01_hello-packages/04_exercise-game-2/02_in-class-demo_instructions.html	1.46 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/01_hello-packages/04_exercise-game-2/02_in-class-demo_P4DSC3M1Random.ipynb.zip	2.33 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/01_hello-packages/05_summary/01_summary.en.srt	5.67 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/01_hello-packages/05_summary/01_summary.en.txt	3.58 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/01_hello-packages/05_summary/01_summary.mp4	17.60 MB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/01_hello-packages/05_summary/02_lab-1_instructions.html	1.51 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/01_hello-packages/05_summary/02_lab-1_M1Lab1.ipynb.zip	1.90 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/02_data-manipulation-numpy-and-pandas/01_numpy-introduction/01_numpy-introduction.en.srt	16.78 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/02_data-manipulation-numpy-and-pandas/01_numpy-introduction/01_numpy-introduction.en.txt	8.51 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/02_data-manipulation-numpy-and-pandas/01_numpy-introduction/01_numpy-introduction.mp4	44.27 MB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/02_data-manipulation-numpy-and-pandas/02_numpy-more/01_numpy-more.en.srt	8.66 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/02_data-manipulation-numpy-and-pandas/02_numpy-more/01_numpy-more.en.txt	4.32 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/02_data-manipulation-numpy-and-pandas/02_numpy-more/01_numpy-more.mp4	23.12 MB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/02_data-manipulation-numpy-and-pandas/03_numpy-more/01_numpy-more.en.srt	10.87 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/02_data-manipulation-numpy-and-pandas/03_numpy-more/01_numpy-more.en.txt	5.61 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/02_data-manipulation-numpy-and-pandas/03_numpy-more/01_numpy-more.mp4	30.99 MB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/02_data-manipulation-numpy-and-pandas/04_numpy-in-sum/01_numpy-in-sum.en.srt	11.21 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/02_data-manipulation-numpy-and-pandas/04_numpy-in-sum/01_numpy-in-sum.en.txt	5.71 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/02_data-manipulation-numpy-and-pandas/04_numpy-in-sum/01_numpy-in-sum.mp4	34.66 MB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/02_data-manipulation-numpy-and-pandas/04_numpy-in-sum/02_in-class-demo_instructions.html	1.21 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/02_data-manipulation-numpy-and-pandas/04_numpy-in-sum/02_in-class-demo_P4DSC3M2Numpy.ipynb.zip	8.15 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/02_data-manipulation-numpy-and-pandas/04_numpy-in-sum/03_lab-1_instructions.html	1.52 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/02_data-manipulation-numpy-and-pandas/04_numpy-in-sum/03_lab-1_M2Lab1.ipynb.zip	2.42 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/02_data-manipulation-numpy-and-pandas/05_pandas-introduction/01_pandas-introduction.en.srt	7.46 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/02_data-manipulation-numpy-and-pandas/05_pandas-introduction/01_pandas-introduction.en.txt	3.74 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/02_data-manipulation-numpy-and-pandas/05_pandas-introduction/01_pandas-introduction.mp4	19.36 MB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/02_data-manipulation-numpy-and-pandas/06_pandas-more/01_pandas-more.en.srt	12.84 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/02_data-manipulation-numpy-and-pandas/06_pandas-more/01_pandas-more.en.txt	6.55 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/02_data-manipulation-numpy-and-pandas/06_pandas-more/01_pandas-more.mp4	37.58 MB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/02_data-manipulation-numpy-and-pandas/06_pandas-more/02_in-class-demo_instructions.html	1.21 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/02_data-manipulation-numpy-and-pandas/06_pandas-more/02_in-class-demo_P4DSC3M2Pandas.ipynb.zip	8.68 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/02_data-manipulation-numpy-and-pandas/06_pandas-more/03_lab-2_instructions.html	1.53 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/02_data-manipulation-numpy-and-pandas/06_pandas-more/03_lab-2_M2Lab2.ipynb.zip	2.05 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/03_data-visualization-matplotlib/01_introduction-to-matplotlib/01_introduction-to-matplotlib.en.srt	9.82 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/03_data-visualization-matplotlib/01_introduction-to-matplotlib/01_introduction-to-matplotlib.en.txt	5.07 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/03_data-visualization-matplotlib/01_introduction-to-matplotlib/01_introduction-to-matplotlib.mp4	31.04 MB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/03_data-visualization-matplotlib/02_matplotlib-plots/01_matplotlib-plots.en.srt	18.77 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/03_data-visualization-matplotlib/02_matplotlib-plots/01_matplotlib-plots.en.txt	9.61 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/03_data-visualization-matplotlib/02_matplotlib-plots/01_matplotlib-plots.mp4	52.74 MB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/03_data-visualization-matplotlib/03_matplotlib-summary/01_matplotlib-summary.en.srt	9.75 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/03_data-visualization-matplotlib/03_matplotlib-summary/01_matplotlib-summary.en.txt	5.86 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/03_data-visualization-matplotlib/03_matplotlib-summary/01_matplotlib-summary.mp4	30.23 MB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/03_data-visualization-matplotlib/03_matplotlib-summary/02_in-class-demo_instructions.html	1.22 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/03_data-visualization-matplotlib/03_matplotlib-summary/02_in-class-demo_P4DSC3M3Matplotlib.ipynb.zip	358.46 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/03_data-visualization-matplotlib/03_matplotlib-summary/03_exploratory-lab_instructions.html	1.66 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/03_data-visualization-matplotlib/03_matplotlib-summary/03_exploratory-lab_M3Lab1.ipynb.zip	1.90 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/04_data-visualization-seaborn/01_introduction-to-seaborn/01_introduction-to-seaborn.en.srt	16.69 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/04_data-visualization-seaborn/01_introduction-to-seaborn/01_introduction-to-seaborn.en.txt	10.33 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/04_data-visualization-seaborn/01_introduction-to-seaborn/01_introduction-to-seaborn.mp4	50.49 MB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/04_data-visualization-seaborn/02_more-seaborn/01_more-seaborn.en.srt	10.29 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/04_data-visualization-seaborn/02_more-seaborn/01_more-seaborn.en.txt	5.37 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/04_data-visualization-seaborn/02_more-seaborn/01_more-seaborn.mp4	27.65 MB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/04_data-visualization-seaborn/03_summary/01_summary.en.srt	16.67 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/04_data-visualization-seaborn/03_summary/01_summary.en.txt	10.12 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/04_data-visualization-seaborn/03_summary/01_summary.mp4	48.37 MB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/04_data-visualization-seaborn/03_summary/02_in-class-demo_instructions.html	1.21 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/04_data-visualization-seaborn/03_summary/02_in-class-demo_P4DSC3M4Seaborn.ipynb.zip	1.08 MB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/04_data-visualization-seaborn/03_summary/03_exploratory-lab_instructions.html	1.66 kB
[TutsNode.net] - Expressway to Data Science Python Programming Specialization/python-packages-data-science/04_data-visualization-seaborn/03_summary/03_exploratory-lab_M4Lab1.ipynb.zip	1.77 kB

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Expressway to Data Science Python Programming Specialization