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

  • Learn Java Programming From Scratch

    Learn Java Programming From Scratch

    SGD $79.00

    Course Description

    Java is a general-purpose computer programming language that is concurrent, class-based, object-oriented, and specifically designed to have as few implementation dependencies as possible. It is intended to let application developers "write once, run anywhere" (WORA), meaning that compiled Java code can run on all platforms that support Java without the need for recompilation. Java applications are typically compiled to bytecode that can run on any Java virtual machine (JVM) regardless of computer architecture. As of 2016, Java is one of the most popular programming languages in use, particularly for client-server web applications, with a reported 9 million developers.Learn the grandfather of programming languages today!- Learn about the basics of Java programming language - Move on to the intermediate level of Java programming language - Know how to develop your own application using Java- Discover the advantages of knowing Java programming language

    Read more...

  • Learn Python Django From Scratch

    Learn Python Django From Scratch

    SGD $79.00

    Course Description

    Django is the framework used by some of the biggest websites in the world including Instagram, Pinterest, The Washington Times, Mozilla, and the Public Broadcasting Service. Complex database -driven websites like these need a web application framework – and that's exactly what Django does. Master Python Django and you can create web application, sites with e-commerce functionality, and much much more.This course was created with intermediate Python users in mind, who want to move their expertise onto the web. If you're a beginner developer, you may find this course a little too far beyond your grasp unless you already have experience with another language, or have a working knowledge of Python and programming concepts.Open a World of Possibilities with Django for Web- Create a website from scratch using Django- Learn Django from beginner through to fully functional levels- Build authentication systems, map integration, web services and more- Create web applications to solve a multitude of problems and needs

    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.