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TORRENT DETAILS

[UdemyCourseDownloader] Python For Data Science And Machine Learning Bootcamp

TORRENT SUMMARY

	Status:	All the torrents in this section have been verified by our verification system
Category:	Other
Infohash	0f7f71a81e3e42677fb139d15f5213612c5e87bf
Size:	3.6 GB in 98 files
Release Date(s):	Torrent Release: 23-11-2018 by user
Swarm:	0 Seeds & 0 Peers
Vote:	No votes yet.

DESCRIPTION

Description

Are you ready to start your path to becoming a Data Scientist!

This comprehensive course will be your guide to learning how to use the power of Python to analyze data, create beautiful visualizations, and use powerful machine learning algorithms!

Data Scientist has been ranked the number one job on Glassdoor and the average salary of a data scientist is over $120,000 in the United States according to Indeed! Data Science is a rewarding career that allows you to solve some of the world's most interesting problems!

This course is designed for both beginners with some programming experience or experienced developers looking to make the jump to Data Science!

This comprehensive course is comparable to other Data Science bootcamps that usually cost thousands of dollars, but now you can learn all that information at a fraction of the cost! With over 100 HD video lectures and detailed code notebooks for every lecture this is one of the most comprehensive course for data science and machine learning on Udemy!

We'll teach you how to program with Python, how to create amazing data visualizations, and how to use Machine Learning with Python! Here a just a few of the topics we will be learning:

Programming with Python

NumPy with Python

Using pandas Data Frames to solve complex tasks

Use pandas to handle Excel Files

Web scraping with python

Connect Python to SQL

Use matplotlib and seaborn for data visualizations

Use plotly for interactive visualizations

Machine Learning with SciKit Learn, including:

Linear Regression

K Nearest Neighbors

K Means Clustering

Decision Trees

Random Forests

Natural Language Processing

Neural Nets and Deep Learning

Support Vector Machines

and much, much more!

Enroll in the course and become a data scientist today!

Who is the target audience?

This course is meant for people with at least some programming experience

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FILE LIST

Filename		Size
	1. Course Introduction/1. Introduction to the Course.mp4	29 MB
	1. Course Introduction/1. Introduction to the Course.vtt	5.3 KB
	1. Course Introduction/2. Course Help and Welcome.mp4	8.2 MB
	1. Course Introduction/2. Course Help and Welcome.vtt	1 KB
	1. Course Introduction/3. Course FAQs.html	5.3 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/00-Welcome to the Course.ipynb	1015 B
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/01-Python-Crash-Course/01-Python Crash Course.ipynb	32.4 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/01-Python-Crash-Course/02-Python Crash Course Exercises.ipynb	9.2 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/01-Python-Crash-Course/03-Python Crash Course Exercises - Solutions.ipynb	10.1 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/02-Python-for-Data-Analysis-NumPy/01-NumPy Arrays.ipynb	19.5 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/02-Python-for-Data-Analysis-NumPy/02-Numpy Indexing and Selection.ipynb	14.4 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/02-Python-for-Data-Analysis-NumPy/03-Numpy Operations.ipynb	7.3 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/02-Python-for-Data-Analysis-NumPy/04-Numpy Exercises.ipynb	13.7 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/02-Python-for-Data-Analysis-NumPy/05-Numpy Exercises - Solutions.ipynb	14.2 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/01-Introduction to Pandas.ipynb	1.3 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/02-Series.ipynb	8.6 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/03-DataFrames.ipynb	58 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/04-Missing Data.ipynb	7.5 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/05-Groupby.ipynb	21.5 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/06-Merging, Joining, and Concatenating.ipynb	37.5 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/07-Operations.ipynb	22.4 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/08-Data Input and Output.ipynb	54.5 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/example	46 B
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/Excel_Sample.xlsx	5.4 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/multi_index_example	560 B
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/04-Pandas-Exercises/01-SF Salaries Exercise.ipynb	18.9 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/04-Pandas-Exercises/02-SF Salaries Exercise - Solutions.ipynb	20.2 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/04-Pandas-Exercises/03-Ecommerce Purchases Exercise .ipynb	18.3 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/04-Pandas-Exercises/04-Ecommerce Purchases Exercise - Solutions.ipynb	19.1 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/04-Pandas-Exercises/Ecommerce Purchases	2.6 MB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/04-Pandas-Exercises/Salaries.csv	15.5 MB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/05-Data-Visualization-with-Matplotlib/01-Matplotlib Concepts Lecture.ipynb	282.7 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/05-Data-Visualization-with-Matplotlib/02-Matplotlib Exercises.ipynb	117.1 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/05-Data-Visualization-with-Matplotlib/03-Matplotlib Exercises - Solutions.ipynb	99.8 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/05-Data-Visualization-with-Matplotlib/04-Advanced Matplotlib Concepts.ipynb	835.4 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/06-Data-Visualization-with-Seaborn/01-Distribution Plots.ipynb	316.1 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/06-Data-Visualization-with-Seaborn/02-Categorical Plots.ipynb	351.5 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/06-Data-Visualization-with-Seaborn/03-Matrix Plots.ipynb	106.9 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/06-Data-Visualization-with-Seaborn/04-Grids.ipynb	587.8 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/06-Data-Visualization-with-Seaborn/05-Regression Plots.ipynb	397.6 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/06-Data-Visualization-with-Seaborn/06-Style and Color.ipynb	121.9 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/06-Data-Visualization-with-Seaborn/07-Seaborn Exercises.ipynb	144.7 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/06-Data-Visualization-with-Seaborn/08-Seaborn Exercises - Solutions.ipynb	145.2 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/07-Pandas-Built-in-Data-Viz/01-Pandas Built-in Data Visualization.ipynb	494.6 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/07-Pandas-Built-in-Data-Viz/02-Pandas Data Visualization Exercise.ipynb	208 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/07-Pandas-Built-in-Data-Viz/03-Pandas Data Visualization Exercise - Solutions.ipynb	208.5 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/07-Pandas-Built-in-Data-Viz/df1	87.5 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/07-Pandas-Built-in-Data-Viz/df2	779 B
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/07-Pandas-Built-in-Data-Viz/df3	37.6 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/08-Plotly-and-Cufflinks/01-Plotly and Cufflinks.ipynb	1.8 MB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/09-Geographical-Plotting/01-Choropleth Maps.ipynb	31.2 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/09-Geographical-Plotting/02-Choropleth Maps Exercise.ipynb	12.7 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/09-Geographical-Plotting/03-Choropleth Maps Exercise - Solutions.ipynb	15.4 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/09-Geographical-Plotting/2011_US_AGRI_Exports	9 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/09-Geographical-Plotting/2012_Election_Data	6.1 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/09-Geographical-Plotting/2014_World_GDP	4.3 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/09-Geographical-Plotting/2014_World_Power_Consumption	9.6 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/09-Geographical-Plotting/plotly_cheat_sheet.pdf	2.8 MB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/10-Data-Capstone-Projects/.ipynb_checkpoints/03-Finance Project-checkpoint.ipynb	2.6 MB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/10-Data-Capstone-Projects/.ipynb_checkpoints/04-Finance Project - Solutions-checkpoint.ipynb	2.6 MB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/10-Data-Capstone-Projects/01-911 Calls Data Capstone Project.ipynb	310.8 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/10-Data-Capstone-Projects/02-911 Calls Data Capstone Project - Solutions.ipynb	312.9 KB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/10-Data-Capstone-Projects/03-Finance Project.ipynb	2.6 MB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/10-Data-Capstone-Projects/04-Finance Project - Solutions.ipynb	2.6 MB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/10-Data-Capstone-Projects/911.csv	17.5 MB
	1. Course Introduction/Refactored_Py_DS_ML_Bootcamp-master/10-Data-Capstone-Projects/precipitation.html	1.5 MB
	2. Environment Set-Up/1. Environment Set-up and Installation.mp4	22.3 MB
	2. Environment Set-Up/1. Environment Set-up and Installation.vtt	13.2 KB
	26. Neural Nets and Deep Learning/8. Tensorflow Estimators.mp4	156.6 MB
	3. Jupyter Overview/1. Updates to Notebook Zip.html	197 B
	3. Jupyter Overview/2. Jupyter Notebooks.mp4	32 MB
	3. Jupyter Overview/2. Jupyter Notebooks.vtt	20.3 KB
	3. Jupyter Overview/3. Optional Virtual Environments.mp4	18.9 MB
	3. Jupyter Overview/3. Optional Virtual Environments.vtt	13.8 KB
	3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/00-Welcome to the Course.ipynb	1015 B
	3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/01-Python-Crash-Course/01-Python Crash Course.ipynb	32.4 KB
	3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/01-Python-Crash-Course/02-Python Crash Course Exercises.ipynb	9.2 KB
	3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/01-Python-Crash-Course/03-Python Crash Course Exercises - Solutions.ipynb	10.1 KB
	3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/02-Python-for-Data-Analysis-NumPy/01-NumPy Arrays.ipynb	19.5 KB
	3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/02-Python-for-Data-Analysis-NumPy/02-Numpy Indexing and Selection.ipynb	14.4 KB
	3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/02-Python-for-Data-Analysis-NumPy/03-Numpy Operations.ipynb	7.3 KB
	3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/02-Python-for-Data-Analysis-NumPy/04-Numpy Exercises.ipynb	13.7 KB
	3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/02-Python-for-Data-Analysis-NumPy/05-Numpy Exercises - Solutions.ipynb	14.2 KB
	3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/01-Introduction to Pandas.ipynb	1.3 KB
	3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/02-Series.ipynb	8.6 KB
	3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/03-DataFrames.ipynb	58 KB
	3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/04-Missing Data.ipynb	7.5 KB
	3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/05-Groupby.ipynb	21.5 KB
	3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/06-Merging, Joining, and Concatenating.ipynb	37.5 KB
	3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/07-Operations.ipynb	22.4 KB
	3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/08-Data Input and Output.ipynb	54.5 KB
	3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/example	46 B
	3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/Excel_Sample.xlsx	5.4 KB
	3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/03-Python-for-Data-Analysis-Pandas/multi_index_example	560 B
	3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/04-Pandas-Exercises/01-SF Salaries Exercise.ipynb	18.9 KB
	3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/04-Pandas-Exercises/02-SF Salaries Exercise - Solutions.ipynb	20.2 KB
	3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/04-Pandas-Exercises/03-Ecommerce Purchases Exercise .ipynb	18.3 KB
	3. Jupyter Overview/Refactored_Py_DS_ML_Bootcamp-master/04-Pandas-Exercises/04-Ecommerce Purchases Exercise - Solutions.ipynb	19.1 KB

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