1st Step to DATA ANALYSIS WITH PYTHON AND PANDAS


  • 1st Step to DATA ANALYSIS WITH PYTHON AND PANDAS, Singapore elarning online course
  • 1st Step to DATA ANALYSIS WITH PYTHON AND PANDAS, Singapore elarning online course
  • 1st Step to DATA ANALYSIS WITH PYTHON AND PANDAS, Singapore elarning online course
  • 1st Step to DATA ANALYSIS WITH PYTHON AND PANDAS, Singapore elarning online course
  • 1st Step to DATA ANALYSIS WITH PYTHON AND PANDAS, Singapore elarning online course
  • 1st Step to DATA ANALYSIS WITH PYTHON AND PANDAS, Singapore elarning online course

Course Description

Python programmers are some of the most sought-after employees in the tech world, and Python itself is fast becoming one of the most popular programming languages. One of the best applications of Python however is data analysis; which also happens to be something that employers can't get enough of. Gaining skills in one or the other is a guaranteed way to boost your employability – but put the two together and you'll be unstoppable!

With this course, you will enable yourself to learn perform data analysis with python using the pandas library understand some of the basic concepts of data analysis, have used n-dimensional arrays in NumPy as well as the pandas Series and Data Frames to analyze data.

Become an expert data analyst with Python made simple

- Learn efficient python data analysis
- Manipulate data sets quickly and easily
- Master python data mining
- Gain a skillset in Python that can be used for various other applications

.


Course Objectives

1. Data Analysis with Python and Pandas
2. Learn efficient python data analysis
3. Manipulate data sets quickly and easily
4. Master python data mining
5. Gain a skillset in Python that can be used for various other applications


Related Courses

  • Python Web Programming

    Python Web Programming

    SGD $79.00

    Course Description

    Python is a widely used high-level, general-purpose, interpreted, dynamic programming language. Its design philosophy emphasizes code readability, and its syntax allows programmers to express concepts in fewer lines of code than possible in languages such as C++ or Java. The language provides constructs intended to enable clear programs on both a small and large scale. Whether you're an upstart programmer, an aspiring web developer, or someone just looking to gain a deeper understanding of python web programming, with this course you'll acquire the understanding and the confidence to conquer all things Python.  Let this course be your stepping stone towards programming. - Learn the basics of Python Programming  - Know how to integrate MySQL database with Python  - Understand how HTML works with Python 3

    Read more...

  • 1st Step to Mastering Perl Programming for Beginners

    1st Step to Mastering Perl Programming for Beginners

    SGD $79.00

    Course Description

    The world of programming has become almost saturated with different languages, all created for different purposes but developed for use in multiple applications. For those just delving into the world of programming, this can be a little overwhelming. Luckily, there are plenty of languages that are simple to learn, highly versatile to use, and make a great starting point for gaining fluency in the coding universe. Perl is one of those languages, and this course will teach you everything you need to know.Perfect Perl the Easy Way- Work with different data types including strings, numbers, variables and user input- Create and use array, subroutines, hashes, and regular expressions in Perl applications- Gain a conceptual understanding and practical skills to construct your own levels- Become competent with the Perl language family and its use in various applications

    Read more...

  • Become a Professional Web Developer Bundle: JavaScript,Angular and Jquery

    Become a Professional Web Developer Bundle: JavaScript,Angular and Jquery

    SGD $79.00

    Course Description

    Learn to use the most popular programming languages, JavaScript, grasp the basic concepts of AngularJS and its main features and learn to make website creation, responsive and accessible apps easily with jQuery with this extensive course. Put your lessons in practical uses with functional examples. Most courses on web development walk you through the skills beginners need, but then require you to learn the skills that make you an employable web developer. This course is different. After you have learned the basics and built real projects for your portfolio, you can move on to hours and hours of continued training at the intermediate and advanced levels for each web development skill you've learned.Challenge yourself and become a Professional Web Developer.- Pick up a new programming language and be fluent in coding - Learn how each language uses its code to program applications - Know how to apply each language into your own projects- Find out how each language compliments each other when developing a website 

    Read more...


Content

Introduction to the Course

+
Download source code

Course Introduction 

Getting pandas and fundamentals

Section Outro

Introduction to Pandas

Preview Available

+

Section intro

Slices, head and tail

Indexing

Visualizing The Data

Converting To Python List Or Pandas Series

Section Outro

Creating and Navigating a Dataframe

IO Tools

+

Section intro

Read Csv And To Csv

io operations

Read_hdf and to_hdf

Read Json And To Json

Read Pickle And To Pickle

Section Outro

Pandas Operations

+

Section intro

Column Manipulation (Operatings on columns, creating new ones)

Column and Dataframe logical categorization

Statistical Functions Against Data

Moving and rolling statistics

Rolling apply

Section Outro

Handling for Missing Data / Outliers

+

Section Intro

drop na

Filling Forward And Backward Na

detecting outliers

Section Outro

Combining Dataframes

+

Section Intro

Concatenation

Appending data frames

Merging dataframes

Joining dataframes

Section Outro

Advanced Operations

Preview Available

+

Section Intro

Basic Sorting

Sorting by multiple rules

Resampling basics time and how (mean, sum etc)

Resampling to ohlc

Correlation and Covariance Part 1

Correlation and Covariance Part 2

Mapping custom functions

Graphing percent change of income groups

Buffering basics

Buffering into and out of hdf5

Section Outro

Working with Databases

+

Section Intro

Writing to reading from database into a data frame

Resampling data and preparing graph

Finishing Manipulation And Graph

Section and course outro

SGD $79.00
(Price excludes GST)
GET ACCESS NOW
Convince your boss email
This site is best viewed using the latest versions of Google Chrome, Apple Safari, Mozilla FireFox, Microsoft Internet Explorer 11 and Edge which supports HTML5/Webkit technologies.