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IT & Software IT Certification Python

Python MultiTrack- beginners and professionals- zero to hero

two study tracks - fast and detail depending on your needs - develop industry projects, notes, interview questions
Rating: 4.6 out of 54.6 (53 ratings)
22,047 students
Created by John Dunning
Last updated 12/2020
English
English [Auto]
30-Day Money-Back Guarantee

What you'll learn

  • Get up to speed very quickly with Python3, Tkinter Gui and Matplotlib
  • Use the Fast Track to develop a complete Batch Processing system in just 4 hours
  • Create a user friendly GUI for the Batch Processing system in just 2 hours
  • Apply graphical data analysis to the Batch Processing data in just 2 hours
  • Use the Detail Track to get in depth knowledge of Python and best practises
  • Develop a Hospital Booking System in the Detail Track as you step through all the Python topics and functionality
  • Use industry tools such as PyCharm IDE
  • Use industry methods, design patterns and practices in your projects
  • Use OOP to create a Model, View, Controller
  • Advanced topics include: comprehensions, decorators, scientific notation, bit twiddling, base conversion

Requirements

  • No previous experience needed for Detail Track
  • Seasoned programmers may prefer the Fast Track
  • Programmers with no experience may choose to jump between Tracks or indeed complete both the Fast Track and the Detail Track
  • Beginners may want to complete the Fast Track after completing the Detail Track - to revise their knowledge

Description

This course is aimed at both complete beginners to the world of programming and to experienced programmers who are new to Python.

If you are an existing programmer who is new to Python then you may want to take the Fast Track.  In four hours, you will rattle through all the basis concepts and some advanced and build a banking application.  Add on two hours and you will add a GUI interface to your project.  Add on two more hours and you will use Matplotlib to provide a graphical interface to your data.

As an existing programmer, if you want more detail on any of the concepts in the Fast Track, then drop into the Detail Track at the appropriate point to enforce your understanding, and then come back to the Fast Track.

For complete beginners to programming, then follow the Detail Track.  This will take you step by step through Python basics, some advanced features and then you too will develop a complete GUI system.

Once you've completed the Detail Track, then if you want to reinforce the material you have covered, then why not use the Fast Track to revise.

Who this course is for:

  • People with no programming experience who wish to learn Python
  • Existing programmers wishing to cross-train quickly to Python
  • People looking to start a new career in programming
  • People looking to develop code as a hobby

Course content

22 sections • 147 lectures • 23h 15m total length

  • Preview03:59
  • Preview03:17

  • Supporting Materials
    00:03
  • Change Log
    00:51
  • Preview02:00
  • Planned Changes for week ending 21st June 2020
    00:04

  • Preview03:05
  • Install Homebrew
    02:04
  • Install Python3
    01:04
  • Install PyCharm Community Edition
    01:10
  • Hello World at the Command Line
    03:37
  • Preview04:33
  • Setup Project Environment
    02:53

  • Install Python3 and PyCharm
    06:42
  • Setup Project Environment
    03:05

  • Overview of the Banking GUI
    02:28
  • Setup the Banking Project
    04:51
  • Assigning Data to Variables
    12:14
  • Different Variable Types - int, float, string
    05:46
  • Explicit Casting - converting strings
    03:25
  • Extracting our Data - manipulating strings
    14:29
  • Preview03:46
  • Base Conversions - hex to decimal
    03:20
  • Working with Dates
    09:56
  • Functions - creating callable blocks of code
    12:54
  • Collecting our Data - tuples
    11:45
  • Control Flow - identifying transaction types
    11:43
  • Iterating Collections - tuples
    03:12
  • Working with Dictionaries - meaningful data
    08:50
  • Creating Custom Objects - Transaction Object
    17:36
  • Creating Custom Objects - Account Object
    10:36
  • Including Transactions in the Account Object
    06:34
  • Packages and Modules - MVC
    10:02
  • Reading Data Files
    13:34
  • Preview13:51
  • Closing Balance - Account Model
    13:34
  • Processing Parsed Data - calculating account balances
    32:06
  • Writing the Output File - generating json
    14:23
  • Creating an App_Controller
    09:14

  • Banking Gui - Overview
    01:27
  • Creating an Empty GUI Frame
    11:52
  • Adding a Menu to our GUI
    07:53
  • Preview12:58
  • Buttons and Tkinter
    00:18
  • Layout Buttons
    05:24
  • Layout Input and Output Frames
    09:14
  • Add Button Controllers
    12:53
  • Read Data Files
    20:07
  • Parse Data Files Exercise
    01:08
  • Parse Data Files Solution
    08:36
  • Tidy Up - Exercise
    02:12
  • Tidy Up - Solution
    12:35

  • Analysing Records - Overview
    01:10
  • Simple Data - Line Graphs
    19:24
  • Simple Data - Scatter Graphs
    17:39
  • Simple Data - Bar Charts
    23:17
  • Simple Data - Pie Chart
    12:02
  • Banking Gui Pie Chart
    20:56
  • Solution: Banking Gui Calculations
    09:10

  • Setup the Detail Track project
    07:01
  • Working with Python - Execution, Comments, Indentation
    15:44

  • Variables - naming conventions and assignment
    14:14
  • Hospital Booking System - Step 01
    00:26
  • Hospital Booking System - Hints
    06:27
  • Hospital Booking System - Solution
    08:06

  • Basic Data Types - int
    03:41
  • Basic Data Types - float
    02:18
  • Basic Data Types - str
    04:36
  • Printing Strings - formatting strings
    08:48
  • int - assign, print, and change base
    13:37
  • float - assign, print, scientific numbers
    08:12
  • str - assign, arrays, index, slicing
    09:49
  • str - special characters
    10:37
  • Preview10:46
  • bool - assign, evaluate, True values, False values, object length
    08:51
  • complex - assign, print
    04:28
  • Hospital Booking System - Step 02
    00:07
  • Hospital Project Solution
    02:39

Instructor

John Dunning
IT Trainer and Consultant
John Dunning
  • 4.6 Instructor Rating
  • 53 Reviews
  • 22,047 Students
  • 1 Course

I am a veteran IT Developer, Designer, Architect, Team Leader and Trainer.

I started my early days working in Informix 4GL, C and various flavours of Unix and worked for a number of International and Government clients - spanning the UK, USA and Europe. 

I designed systems, developed systems and worked as a Unix Systems Administrator.

As the IT industry changed and evolved I worked on some of the very first Java systems, worked on the Secure AIX Kernel and worked on a large number of multi-tier ecommerce and management systems.

With the birth of the iPhone, I worked on a number of iOS apps from the days before ARC and then Swift.

Some of my major achievements include 

- designing and writing a Database Engine for IBM

- writing Device Drivers for emulating Top Secret Data Tapes

- writing a Programming Language

- working on the AIX Secure Kernel

- establishing a specialist Training Company for IT Contractors

I have a passion for developing systems and an equal passion for training.  I hope you find my courses interesting, useful and fun.

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