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

  • Become a Professional Programmer (Google GO& C++)

    Become a Professional Programmer (Google GO& C++)

    SGD $79.00

    Course Description

    There are endless numbers of programming languages out there, and new ones are added on an almost daily basis. To keep on top of the game and to broaden your skillset, picking up a few of these new languages never hurts. C++ is the Grandfather of many of the tech world’s programming languages – Java being just one. Learning C++ gives you a head start on learning any other language, and a leg up as far as your employability is concerned. By taking this course, you’ll lay down a solid coding foundation and gain an excellent platform for improving your skills.Google GO (golang) is the programming language created by one of the largest technology names in the world – Google – so having GO in your arsenal is a surefire way to add to your coding credentials. This course will teach you everything you need to know about GO.Picking up a few of these new languages never hurts. - Learn the differences between Google GO and C++- Know the basics of programming with the different language - Be able to apply either language into real-time projects - Know how you can code all the languages 

    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...

  • 1st Step in Learning the Fundamentals of HTML5 and CSS3

    1st Step in Learning the Fundamentals of HTML5 and CSS3

    SGD $79.00

    Course Description

    When it comes to the world of technology, staying ahead of the curve is always a challenge. In the last year one aspect of this – the world wide web – has kicked up a gear with the introduction of HTML5, the newest version of the code that makes the web tick. If you learn HTML5 along with CSS3 (the next level of web design used on all modern websites), you'll have a recipe for success; and this course will show you how.Take a step further with HTML and maximize your web design skills- Further your HTML and CSS skills with this training- Embark on CSS3 stylesheet design- Brush up and bring a new life to your websites and web coding skills- Refresh your take on HTML and CSS 

    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.