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4 Students
375 Lessons
Beginner

What Will You Learn?

  • Learn to build big data analysis project with more than 60million + data using python
  • Complete Python & it's basics
  • Real working 5+ graphical games using Python
  • Artificial intelligent Python game
  • Datascience and data visualisation using python

Curriculum

31h 49m
Section 2: Installing Python on Mac
37:14
Introduction to this Module
01:18
Installing python on mac
14:16
Installing Atom on mac
07:57
Installing Anaconda on mac
13:38
Editor's link.html
Section 3: Installing Python on Windows
45:07
Introduction to this Module
03:50
Installing Atom on Windows
17:09
Installing Python on Windows
09:01
Installing Anaconda on Windows
15:07
Atom Set-Up
Editor's link.html
Section 4: 1st - Part
00:06
Introduction to the Part - 1
Section 5: Data-Types
1:22:50
Introduction to this Module
01:16
Variables and constants
05:51
Numbers
04:18
Operation on numbers
12:01
Dynamic typing and restrictions on data types
06:10
Casting
02:19
Strings
03:22
Methods and strings
05:26
Indexing and slicing
07:41
String formatting
13:34
List in Python
08:25
Tuples
04:01
Dictionary
06:34
Boolean
01:52
Data-Types.html
Section 6: Operators
32:43
Introduction to this Module
03:02
Arithmetic operators
07:27
Assignment operators
04:46
Comparison operators
03:41
Identity and membership operators
04:41
Bitwise operators
04:41
Logical operators
04:25
Operators.html
Section 7: Which Editor is Best for you?
22:20
Introduction to this module
02:19
Working on Atom
04:55
Working on jupyter notebooks
07:23
How to learn programming?
07:43
Section 8: Functions & Methods
40:00
Introduction to this Module
00:34
User input
06:43
Convertors
05:38
Concept of function
06:46
Functions and user input
03:38
Parameters
03:09
Convertors using functions
04:54
Modifying function
04:36
Methods
04:02
Functions.html
Methods.html
Section 9: Errors
39:42
Introduction to this Module
02:37
Types of errors
01:16
Syntax error
08:16
Indentation Error
09:28
Type error
04:21
Name Error
01:45
Zero Division Error
03:02
Index Error
02:39
Attribute and runtime error
02:33
Handling errors and the internet
03:45
Errors.html
Section 10: Decision Making
24:48
Introduction to this Module
01:45
If-Else Conditions
05:26
el-if condition
03:21
Little fun with the conditionals
02:48
Multiple conditions
07:57
Nested conditions
03:31
If_Else.html
Section 11: Loops
40:04
Introduction to this Module
03:25
For loop
05:11
Loops and user input
03:39
Looping through a string
01:43
While loop
04:56
Break statement
04:37
Continue statement
02:08
Else in for loop
02:30
Nested loops
09:19
Range() function
02:36
Loops.html
Section 12: Date & Time
13:48
Introduction to this module
00:33
Python dates
04:23
Date output and date objects
03:56
strf time() method
04:56
Date & Time.html
Section 13: File Handling
28:46
Introduction to this Module
01:11
Opening and reading the file
06:13
Writing in a file
15:02
Appending
03:56
Different methods
02:24
File Handling.html
Section 14: Libraries
20:54
Introduction to this Module
02:24
Libraries
06:35
Modules
04:21
Json files
07:34
Libraries.html
Section 15: 1st Project: Dice Rolling Simulator
25:05
Introduction to this Module
00:53
How to solve the problem?
03:05
Dice overview
02:08
Algorithm
03:44
How to get the number?
04:16
What about the dice?
06:13
Roll it again
02:53
Dice stimulator
01:53
Dice stimulator.html
Section 16: 2nd Project: Dictionary
55:26
Introduction to this Module
01:22
Dictionary overview
01:26
Where to get the data?
05:56
Loading the data in our program
03:17
Main logic
04:20
What if the word doesn_t exist
02:17
Pugger found some errors
07:54
Pugger said what about the interface
02:02
It_s all about the interface
05:44
Pugger have another issue
01:52
How to get the close matches?
09:49
Upgrading the program to get_close_matches
07:27
Dictionary
02:00
Dictionary.py
Section 17: 3rd Project: The Hangman Game
43:52
Introduction to this Module
01:14
Hangmen overview
03:12
Algorithm for hangman
03:09
User interface
03:57
Creating the word_s list
04:55
Rules and regulation
06:20
Main logic
10:17
Hanging the man
08:02
Our third program
02:46
Hangmen.py
Section 18: 4th Project: Artificial Intelligence Tic_Tac_Toe
1:27:01
Introduction to this Module
00:41
What is AI?
04:05
Project overview
03:31
Understanding problem and writing algorithm
07:29
Designing the board
12:52
Space on board
04:12
How to get Winner?
10:06
Player move
13:31
AI computer move
12:08
Random function
03:29
Defining the main logic
09:09
Preparing interface
03:13
TicTacToe
02:35
TicTacToe.py
Section 19: 2nd - Part
21:13
Introduction to Part: 2
What is Data-Science?
21:13
Section 20: Numpy
43:19
Introduction to this Module
01:59
Numpy declaring
03:56
Methods for numpy
16:11
Indexing and slicing
05:56
Splicing 2-D matrix and conditional selection
07:01
Operations on numpy
08:16
Numpy.html
Section 21: Pandas
1:56:57
Introduction to this Module
01:35
Series
15:04
Data-frames
08:25
Creating and deleting rows and column in data-frame
08:01
Accessing elements in data-frame
04:23
Conditional accessing
06:47
Missing data
11:25
Analysing data using group-by
12:02
Joining
05:46
Concatenating
09:48
Merging
06:32
More operations
11:19
Loading data using pandas
15:50
Pandas.html
Section 22: Matplotlib
1:09:22
Introduction to this Module
02:46
Matplotlib getting started
07:48
Subplots
07:14
Types of plots
06:45
Legends
02:38
Object oriented plots
05:31
Multiple plots
06:08
Subplots using object oriented technique
09:31
Figure size
05:24
Setting labels with object oriented technique
05:16
Styling plots
05:07
Markups
03:16
Setting limits
01:58
Matplotlib.html
Section 23: Sea-born
1:17:58
Introduction to this Module
02:22
Tips.csv
Iris.csv
Categories of plots
12:16
Points plot
09:59
Distribution plot
08:11
Pair-plot
10:53
Categorial plots
08:27
Categorial plots part-2
04:20
Matrix plots
16:45
Grids
04:45
Sea-born.html
Section 24: Pandas In-Build Data Visualisation
21:26
Introduction to this Module
00:47
Ece.csv
Tips.csv
Creating data-frames
05:40
Point plots
02:56
Line plots
03:32
Distribution plots
08:31
Pandas In-Build Data Visualisation.html
Section 25: Plotly & Cufflinks
22:50
Introduction to this Module
03:01
Loading plotly and cufflinks
04:59
Point plots
04:12
Surface plots
05:23
Figure plots
05:15
Cufflinks_Documentation.html
Section 26: Geographical Plotting
29:20
Introduction to this Module
03:29
Agri.csv
Gdp.csv
Basic geographic plot
12:45
Plot with big data
06:00
Global scale plot
07:06
Geographical Plotting.html
Section 27: 5th Project: Plotter
1:41:33
Introduction to this Module
01:01
Project overview
10:20
Setting up things
07:30
Creating data
23:55
Plot interface and main function
09:47
Plotting all data
08:02
Plotting 1 column
12:52
Plotting 2 and 3 columns
15:56
Plotter
12:10
Plotter.html
Section 28: 6th Project: Geographical Plot using Folium
40:18
Introduction to this Module
00:42
Creating basic webmap
05:50
Adding child
09:00
Multiple markers
02:17
Plotting volcanoes
07:03
Polygen view
03:45
Us cities population
06:54
Colourful markers
04:47
Us_Cities_Population.csv
Volcanoes.csv
World.json file
GeoPlot.html
Section 29: 7th Project: School Donation Analysis
1:54:56
Introduction to this Module
00:36
Project overview
04:29
Setup libraries and load data
06:03
Describing data
10:46
Merging data
07:46
First analysis
18:46
Basic mathematical analysis
08:27
High donations
04:46
Various Relationships
13:54
Project types and total donations
08:10
Subcategories
06:05
Time objects
10:59
Mean timings
03:28
Average time per state
05:13
Fast and slow funding
05:28
School_Donation_Analysis.html
Donations.csv.zip
Donars.csv.zip
Projects.csv.zip
Resources.csv.zip
Schools.csv.zip
Teachers.csv.zip
Section 30: 3rd - Part
07:26
Introduction to Part: 3
What is GUI programming?
07:26
Section 31: Tkinter
1:58:27
Introduction to this Module
03:27
Tkinter basics and creating window
11:40
Tkinter_Intro.html
Buttons
12:40
Buttons.html
Canvas
07:38
Canvas.html
Check button and radio button
08:14
Check_Button.html
Radio_Button.html
Content widgets
15:36
Entry.html notes
Text.html
Window configuration widgets
13:13
Frames.html
List-box.html
Top-level.html
Message-box.html
Menu and menu button
21:20
Menu_button.html
Creating_Menu.html
Scroll widgets
06:31
Spin_box.html
Paned Window
07:52
Paned Window.html
Geometry methods
10:16
Geometry methods.html
Attributes.html
Section 32: Data_Bases
1:13:50
Introduction to this Module
00:28
What is Database
07:51
Installing postgreSQL
11:05
PostgreSQL_Documentation.html
Creating table in sqlite3
15:32
Creating table in postgreSQL
17:29
Inserting data
09:27
Visualising data
02:39
Deleting the data
04:04
Updating data
05:15
Data_Bases_documentation.html
Section 33: Turtle_Graphics
1:22:31
Introduction to this Module
01:36
Turtle graphics basics
09:54
Creating figures
09:40
Creating the Robot
19:53
Robot.py
Some changes in robot
08:07
Modified_Robo.py
Kaleido spiral
17:26
Kaleido spiral.py
Modified kaleido spiral
04:30
Modified Skaleido spiral.py
Moving Turtle
11:25
Moving Turtle.py
Turtle_Graphics_documentation.html
Section 34: 8th Project: The Caterpillar Game
51:24
Introduction to this Module
00:51
Project overview
02:05
Defining turtles
12:08
Outside window and placing leaf
08:00
Game over and displaying score
07:17
Start game
10:17
Defining moves
10:46
Caterpillar.py
Section 35: 9th Project The Matchmaker
39:37
Introduction to this Module
00:42
Project overview
01:42
Window and libraries
05:04
Adding symbols
07:41
Defining buttons
07:46
Showing symbol
16:42
Matchmaker.py
Section 36: 10th Project: The ScreenPet
52:15
Introduction to this Module
00:35
Project overview
01:33
Creating body, eyes and ears
11:47
Creating mouth, tongue and cheeks
09:21
Toggle and blink eyes
08:23
Toggle tongue and pupils
07:22
Happy face
05:06
Sad face
02:08
Screenpet
06:00
ScreenPet.py
Section 37: 11th Project: Calculator
32:50
Introduction to this Module
00:47
Project overview
02:45
Frontend
07:32
Math operations
04:28
Operations list
04:24
Calculate
09:52
Smart calculator
03:02
Smart_Calculator.py
Section 38: 12th Project: Your Own Database System
1:00:51
Introduction to this Module
00:59
Project overview
04:06
Labels and entries
04:21
Entries, listbox and scrollbar
07:41
Buttons
04:34
Defining backend
11:45
Search function in backend
07:21
Searching and viewing data
07:10
Adding
03:27
Deleting
08:02
Your own database
01:25
Frontend.py
Backend.py
Routine.py
Section 39: 13th Project: The Egg_Catcher_Game
1:03:21
Introduction to this Module
00:44
Overview of egg_catcher
01:45
Creating window
07:53
Egg and catcher
13:32
Other interface items
05:06
Create and move eggs
11:23
Dropping and losing a life
03:09
Catch and get score
10:14
Moving with keys
05:44
Running egg catcher
03:51
Egg_Catcher.py

Description

Requirements

  • Just will to learn & achieve great things

About the Instructor

Reviews 3
Students 7
Courses 1

I'm a programmer in the field of AI and machine learning and also an engineer in electronics and communication. I have analysed a lot of courses and students and feel that to teach and learn perfectly there must be content with practical knowledge so that a student can apply what he/she learns. so, I'm developing courses with many practical projects so that on each step you can apply your skills and get the best out of everything.

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