Python Data Analytics With Pandas And Numpy (update 5 2019)

Category: Tutorial


Posted on 2021-09-16, by raymanhero.

Description

Capture.png
Python Data Analytics: With Pandas and NumPy (update 5/2019) | 4.1GB


=

Learn how to analyze data using Python. This course will take you from the basics of Python to exploring many different types of data. You will learn how to prepare data for analysis, perform simple statistical analyses, create meaningful data visualizations, predict future trends from data, and more!

You will learn how to:

Import data sets

Clean and prepare data for analysis

Manipulate pandas DataFrame

Summarize data

Build machine learning models using scikit-learn

Build data pipelines

Posing a question

Wrangling your data into a format you can use and fixing any problems with it

Exploring the data, finding patterns in it, and building your intuition about it

Drawing conclusions and/or making predictions

Communicating your findings

Data Analysis with Python is delivered through lecture, hands-on labs, and assignments. It includes following parts:

Data Analysis libraries: will learn to use Pandas DataFrames, Numpy multi-dimentional arrays, and SciPy libraries to work with a various datasets. We will introduce you to pandas, an open-source library, and we will use it to load, manipulate, analyze, and visualize cool datasets. Then we will introduce you to another open-source library, scikit-learn, and we will use some of its machine learning algorithms to build smart models and make cool predictions

COURSE SYLLABUS

Module 1 - Installation

Lecture 1: Installing the Anaconda Python distribution

Lecture 2:Writing and running Python in the iPython notebook

Module 2 - Refresher Data Containers in Python

Lecture 3:Python containers overview

Lecture 4:Using Python lists and the slicing syntax

Lecture 5:Using Python dictionaries

Lecture 6:Comprehensive

Module - 3 Word Anagrams in Python

Lecture 7:Word anagram overview

Lecture 8:Loading the dictionary

Lecture 9:Finding anagrams

Lecture 10:Challenge

Lecture 11:Solution

Module - 4 Introduction to NumPy

Lecture 12:NumPy overview

Lecture 13:Creating Numpy Arrays

Lecture 14:Doing math with arrays

Lecture 15:Indexing and slicing

Lecture 16:Records and dates

Module - 5 Weather Data with NumPy

Lecture 17:Weather data overview

Lecture 18:Downloading and parsing data files

Lecture 19:Temperature analysis

Lecture 20:Integrating missing data

Lecture 21:Smoothing data

Lecture 22:Computing daily records

Lecture 23:Challenge

Lecture 24:weather data Solution

Module - 6 Introduction to Pandas

Lecture 25:Pandas overview

Lecture 26:Series in Pandas

Lecture 27:DataFrames in Pandas

Lecture 28:Using multilevel indices

Lecture 29:Aggregation

Download link
Nitroflare

https://nitroflare.com/view/0EA443ED555A8CA/Complete.Data.Analysis.Course.part1.rar
https://nitroflare.com/view/9DC9717173B7D03/Complete.Data.Analysis.Course.part2.rar
https://nitroflare.com/view/F9237CAF60A98F3/Complete.Data.Analysis.Course.part3.rar
https://nitroflare.com/view/B3F474F8BA1F823/Complete.Data.Analysis.Course.part4.rar
https://nitroflare.com/view/BF227D1FD5A8067/Complete.Data.Analysis.Course.part5.rar

Rapidgator

https://rapidgator.net/file/0bd70153d69cb081af853bf33501853f/Complete.Data.Analysis.Course.part1.rar.html
https://rapidgator.net/file/b9598dbc05d86157c93f350319d64aff/Complete.Data.Analysis.Course.part2.rar.html
https://rapidgator.net/file/95575971d2f697c5efd3b426d8ead6be/Complete.Data.Analysis.Course.part3.rar.html
https://rapidgator.net/file/08b9d022d68cc877a0eed09f43b02e00/Complete.Data.Analysis.Course.part4.rar.html
https://rapidgator.net/file/fb9074914074f68b01fd532e55e5e5c2/Complete.Data.Analysis.Course.part5.rar.html


Sponsored High Speed Downloads
6750 dl's @ 2927 KB/s
Download Now [Full Version]
8995 dl's @ 3652 KB/s
Download Link 1 - Fast Download
7877 dl's @ 3541 KB/s
Download Mirror - Direct Download



Search More...
Python Data Analytics With Pandas And Numpy (update 5 2019)

Search free ebooks in ebookee.com!


Related Archive Books

Archive Books related to "Python Data Analytics With Pandas And Numpy (update 5 2019)":



Links
Download this book

No active download links here?
Please check the description for download links if any or do a search to find alternative books.


Related Books


Comments

No comments for "Python Data Analytics With Pandas And Numpy (update 5 2019)".


    Add Your Comments
    1. Download links and password may be in the description section, read description carefully!
    2. Do a search to find mirrors if no download links or dead links.
    Back to Top