access
Lifetime
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31 Hours
Description
The Python programming language is used in such an enormous variety of programming projects, that many college computer science programs start with the basics of Python. So think of the possibilities if you became an advanced Python coder? In this course, you will learn how to become a well-rounded Python developer. Designed to cover all the fields of Python, you'll be able to develop virtually any kind of application by the end of the course.- Access 377 lectures & 31 hours of content 24/7
- Learn to build smart calculators & dictionaries using Python
- Execute data analysis using Numpy & Pandas
- Build an automatic plotter for data visualization
- Build a big data analysis project w/ more than 60 million data points using Python
Instructor
Dev Nirwal is a programmer in the field of AI and machine learning and also an engineer in electronics and communication. He has analyzed a lot of course 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. He's developing courses with many practical projects so that on each step you can apply your skills and get the best out of everything.Important Details
- Length of time users can access this course: lifetime
- Access options: web & mobile streaming
- Certification of completion included
- Redemption deadline: redeem your code within 30 days of purchase
- Updates included
- Experience level required: all levels
Requirements
- Internet access required
Terms
- Unredeemed licenses can be returned for store credit within 15 days of purchase. Once your license is redeemed, all sales are final.
Course Outline
- 1.Introduction to the course
- 1.Introduction to the course - 1:53
- 2.Learning by building - 0:36
- 3.Why learn python - 5:09
- 4.What's Inside the course - 5:55
- 5.What's inside the section-3 - 6:41
- 6.Any doubt and types of program - 1:45
- 2.Installing Python on Mac
- 7.Introduction to this module - 1:17
- 8.Installing python on mac - 14:16
- 9.Installing Atom on mac - 7:56
- 10.Installing Anaconda on mac - 13:37
- 11.Editors link
- 3.Installing Python on Windows
- 12.Introduction to this module - 3:50
- 13.Installing python - 9:01
- 14.Installing Atom on windows - 17:08
- 15.AtomSetup-x64
- 16.Installing Anaconda - 15:07
- 17.Editors link
- 4.Part-1 Basics of python
- 18.Part-1 Introduction
- 5.Data types
- 19.Introduction to this module - 1:15
- 20.Variables and constants - 5:51
- 21.Numbers - 4:17
- 22.Operation on numbers - 12:01
- 23.Dynamic typing and restrictions on data types - 6:09
- 24.Casting - 2:18
- 25.Strings - 3:22
- 26.Methods and strings - 5:26
- 27.Indexing and slicing - 7:41
- 28.String formatting - 13:33
- 29.List - 8:25
- 30.Tuples - 4:00
- 31.Dictionary - 6:33
- 32.Boolean - 1:52
- 33.Data types notes
- 6.Operators
- 34.Introduction to this module - 3:02
- 35.Arithmetic operators - 7:27
- 36.Assignment operators - 4:45
- 37.Comparision operators - 3:41
- 38.Identity and membership operators - 4:40
- 39.Logical operators - 4:25
- 40.Operators notes
- 7.Which editor is best for you
- 41.Introduction to this module - 2:18
- 42.Working on Atom - 4:54
- 43.Working on jupyter notebooks - 7:23
- 44.How to learn programming - 7:43
- 8.Functions
- 45.Concepts
- 46.Introduction to this module - 0:33
- 47.User input - 6:42
- 48.Convertors - 5:38
- 49.Concept of function - 6:45
- 50.Functions and user input - 3:37
- 51.Parameters - 3:08
- 52.Convertors using functions - 4:54
- 53.Modifying function - 4:35
- 54.Methods - 4:01
- 55.Function notes
- 56.Method notes
- 9.Errors
- 57.Introduction to this module - 2:36
- 58.Types of errors - 1:16
- 59.Syntex error - 8:15
- 60.Indentation error - 9:27
- 61.Type error - 4:21
- 62.Name error - 1:44
- 63.Zero division error - 3:01
- 64.Index error - 2:38
- 65.Attribute and runtime error - 2:33
- 66.Handling errors and the internet - 3:44
- 67.Error notes
- 10.Decision making
- 68.Introduction to this module - 1:45
- 69.if-else condition - 5:26
- 70.el-if condition - 3:21
- 71.Little fun with the conditionals - 2:47
- 72.Multiple conditions - 7:57
- 73.Nested conditions - 3:31
- 74.if-else
- 11.Loops
- 75.Introduction to this module - 3:25
- 76.For loop - 5:10
- 77.Loops and user input - 3:38
- 78.Looping through a string - 1:43
- 79.While loop - 4:55
- 80.Break statement - 4:37
- 81.Continue statement - 2:07
- 82.Else in for loop - 2:30
- 83.Nested loops - 9:18
- 84.Range() function - 2:36
- 85.loop
- 12.Date and Time
- 86.Introduction to this module - 0:32
- 87.Python dates - 4:22
- 88.Date output and date objects - 3:56
- 89.strf time() method - 4:55
- 90.Date and time
- 13.File handling
- 91.Introduction to this module - 1:11
- 92.Opening and reading the file - 6:12
- 93.Writing in a file - 15:01
- 94.Appending - 3:55
- 95.Different methods - 2:23
- 96.File handling
- 14.Libraries
- 97.Introduction to this module - 2:23
- 98.Libraries - 6:34
- 99.Modules - 4:20
- 100.Json files - 7:33
- 101.Libraries
- 15.Project-1 Dice rolling stimulator
- 102.Introduction to this module - 0:52
- 103.How to solve the problem - 3:05
- 104.Dice overview - 2:08
- 105.Algorithm - 3:44
- 106.How to get the number - 4:15
- 107.What about the dice - 6:12
- 108.Roll it again - 2:52
- 109.Dice stimulator - 1:52
- 110.dicestimulator
- 16.Project-2 Dictionary
- 111.Introduction to this module - 1:22
- 112.Dictionary overview - 1:25
- 113.Where to get the data - 5:55
- 114.Loading the data in our program - 3:16
- 115.Main logic - 4:19
- 116.What if the word doesn't exist - 2:16
- 117.Pugger found some errors - 7:54
- 118.Pugger said what about the interface - 2:02
- 119.It's all about the interface - 5:44
- 120.Pugger have another issue - 1:51
- 121.How to get the close matches - 9:49
- 122.Upgrading the program to getclosematches - 7:26
- 124.dictionary
- 123.Dictionary - 2:00
- 124.data
- 17.Project-3 Hangmen game
- 125.Introduction to this module - 1:14
- 126.Hangmen overview - 3:12
- 127.Algorithm for hangman - 3:09
- 128.User interface - 3:56
- 129.Creating the word's list - 4:54
- 130.Rules and regulation - 6:20
- 131.Main logic - 10:17
- 132.Hanging the man - 8:02
- 133.Our third program - 2:45
- 134.hangmen
- 18.Project-4 Tic Tac Toe
- 135.Introduction to this module - 0:41
- 136.What is AI - 4:04
- 137.Project overview - 3:30
- 138.Understanding problem and writing algorithm - 7:29
- 139.Designing the board - 12:51
- 140.Space on board - 4:12
- 141.How to get Winner - 10:06
- 142.Player move - 13:30
- 143.AI compter move - 12:07
- 144.Random function - 3:29
- 145.Defining the main logic - 9:09
- 146.Preparing interface - 3:13
- 147.TicTacToe - 2:34
- 148.tictactoe
- 19.Part-2 Python for Datascience
- 149.Part-2 introduction
- 150.What is Datascience? - 21:13
- 20.Numpy
- 151.Introduction to this module - 1:59
- 152.Numpy declaring - 3:55
- 153.Methods for numpy - 16:11
- 154.Indexing and slicing - 5:56
- 155.Splicing 2-D matrix and conditional selection - 7:01
- 156.Operations on numpy - 8:15
- 157.notes
- 21.Pandas
- 158.Introduction to this module - 1:35
- 159.Series - 15:04
- 160.Dataframes - 8:24
- 161.Creating and deleting rows and column in dataframe - 8:00
- 162.Accessing elements in dataframe - 4:22
- 163.Conditional accessing - 6:47
- 164.Missing data - 11:24
- 165.Analysing data using groupby - 12:01
- 166.Joining - 5:46
- 167.Concatinating - 9:48
- 168.Merging - 6:32
- 169.More operations - 11:19
- 170.Loading data using pandas - 15:50
- 171.notes
- 22.Matplotlib
- 172.Introduction to this module - 2:45
- 173.Matplotlib getting started - 7:48
- 174.Subplots - 7:14
- 175.Types of plots - 6:44
- 176.Legends - 2:37
- 177.Object oriented plots - 5:30
- 178.Multiple plots - 6:07
- 179.Subplots using object oriented technique - 9:30
- 180.Figure size - 5:24
- 181.Setting labels with object oriented technique - 5:15
- 182.Styling plots - 5:07
- 183.Markups - 3:16
- 184.Setting limits - 1:58
- 185.notes
- 23.Seaborn
- 186.Introduction to this module - 2:21
- 187.tips
- 188.iris
- 189.Categories of plots - 12:15
- 190.Points plot - 9:58
- 191.Distribution plot - 8:10
- 192.Pairplot - 10:52
- 193.Categorial plots - 8:26
- 194.Categorial plots part-2 - 4:19
- 195.Matrix plots - 16:44
- 196.Grids - 4:44
- 197.notes
- 24.Pandas inbuilt data visualisation
- 198.Introduction to this module - 0:46
- 199.File
- 200.Creating dataframes - 5:39
- 201.Point plots - 2:56
- 202. line plots - 3:31
- 203.Distribution plots - 8:30
- 204.ece
- 205.tips
- 206.Pandas inbuilt data visualisation notes
- 25.Plotly and cufflinks
- 207.Introduction to this module - 3:00
- 208.Loading plotly and cufflinks - 4:58
- 209.Point plots - 4:11
- 210.Surface plots - 5:23
- 211.Figure plots - 5:15
- 212.Cufflinks documentation
- 26.Geographical plottings
- 213.Introduction to this module - 3:28
- 214.agri
- 215.gdp
- 216.Basic geographic plot - 12:44
- 217.Plot with big data - 5:59
- 218.Global scale plot - 7:05
- 219.Geographical plotting
- 27.Project-5 Plotter
- 220.Introduction to this module - 1:01
- 221.Project overview - 10:19
- 222.Setting up things - 7:29
- 223.Creating data - 23:54
- 224.Plot interface and main function - 9:46
- 225.Plotting all data - 8:01
- 226.Plotting 1 column - 12:52
- 227.Plotting 2 and 3 columns - 15:55
- 228.Plotter - 12:10
- 229.plotter
- 28.Project-6 Geographical plot using folium
- 230.Introduction to this module - 0:41
- 231.Creating basic webmap - 5:50
- 232.Adding child - 8:59
- 233.Multiple markers - 2:16
- 234.Plotting volcanoes - 7:02
- 235.Polygen view - 3:45
- 236.Us cities population - 6:53
- 237.Colourful markers - 4:47
- 238.Jeoplot
- 239.volcano
- 240.world
- 241.us cities pop
- 29.Project-7 school donation analysis
- 242.Introduction to this module - 0:35
- 243.Overview of project - 4:29
- 244.Setup libraries and load data - 6:03
- 245.Describing data - 10:46
- 246.Merging data - 7:45
- 247.First analysis - 18:45
- 248.Basic mathematical analysis - 8:27
- 249.High donations - 4:45
- 250.Various relationships - 13:53
- 251.Project types and total donations - 8:09
- 252.Subcategories - 6:05
- 253.Time objects - 10:58
- 254.Mean timings - 3:27
- 255.Average time per state - 5:13
- 256.Fast and slow funding - 5:27
- 257.school donation analysis
- 258.Donations.csv
- 259.Donors.csv
- 260.Projects.csv
- 261.Resources.csv
- 262.Schools.csv
- 263.Teachers.csv
- 30.Part-3 Python for GUI programming
- 264.Part-3 Introduction
- 265.What is gui programming - 7:25
- 31.Tkinter
- 266.Introduction to this module - 3:27
- 267.Tkinter basics and creating window - 11:40
- 268.Tkinter intro notes
- 269.Buttons - 12:39
- 270.Buttons notes
- 271.Canvas - 7:38
- 272.Canvas notes
- 273.Check button and radio button - 8:13
- 274.Check Button notes
- 275.Radio Button notes
- 276.Content widgits - 15:36
- 277.Entry notes
- 278.Text notes
- 279.Window configuration widgets - 13:12
- 280.Frame notes
- 281.listbox notes
- 282.Toplevel notes
- 283.Message Box
- 284.Menu and menu button - 21:19
- 285.Menu button notes
- 286.Creating Menu notes
- 287.Scroll widgets - 6:31
- 288.Spinbox notes
- 289.Paned Window - 7:51
- 290.Paned Window
- 291.Geometry methods - 10:15
- 292.Attributes notes
- 293.Geometry methods
- 32.Databases
- 294.Introduction to this module - 0:28
- 295.What is Database - 7:51
- 296.Installing postgreSQL - 11:04
- 297.Postgresql download link
- 298.Creating table in sqlite3 - 15:32
- 299.Creating table in postgreSQL - 17:28
- 300.Inserting data - 9:27
- 301.Visualising data - 2:38
- 302.Deleting the data - 4:03
- 303.Updating data - 5:14
- 304.Databases documentation
- 33.Turtle graphics
- 305.Introduction to this module - 1:36
- 306.Turtle graphics basics - 9:53
- 307.Creating figures - 9:39
- 308.Creating the Robot - 19:53
- 309.Robot
- 310.Some changes in robot - 8:06
- 311.Modified-robo
- 312.Kaleido spiral - 17:26
- 313.Kaleido-spiral
- 314.Modified Skaleido spiral - 4:29
- 315.Kaleido-spiral modified
- 316. Moving Turtle - 11:24
- 317.Moving_turtle
- 318.Turtle graphics documentation
- 34.Project-8 Caterpillar game
- 319.Introduction to this module - 0:50
- 320.Overview of project - 2:05
- 321.Defining turtles - 12:07
- 322.Outside window and placing leaf - 8:00
- 323.Game over and displaying score - 7:16
- 324.Start game - 10:16
- 325.Defining moves - 10:45
- 326.caterpillar
- 35.Project-9 Matchmaker
- 327.Introduction to this module - 0:42
- 328.Overview of project - 1:42
- 329.Window and libraries - 5:03
- 330.Adding symbols - 7:41
- 331.Defining buttons - 7:46
- 332.Showing symbol - 16:41
- 333.matchmaker
- 36.Project-10 Screen pet
- 334.Introduction to this module - 0:35
- 335.Overview of the project - 1:32
- 336.Creating body, eyes and ears - 11:46
- 337.Creating mouth, tounge and cheeks - 9:21
- 338.Toggle and blink eyes - 8:23
- 339.Toggle tongue and pupils - 7:22
- 340.Happy face - 5:05
- 341.Sad face - 2:08
- 342.Screenpet - 5:59
- 343.screenpet
- Project-11 Smart calculator
- 344.Introduction to the module - 0:46
- 345.Overview of the project - 2:44
- 346.Frontend - 7:31
- 347.Math operations - 4:27
- 348.Operations list - 4:23
- 349.Calculate - 9:52
- 350.Smart calculator - 3:01
- 351.smartcalculator
- 38.Your own database system
- 352.Introduction to this module - 0:58
- 353.Overview of project - 4:06
- 354.Labels and entries - 4:20
- 355.Entries, listbox and scrollbar - 7:40
- 356.Buttons - 4:33
- 357.Defining backend - 11:44
- 358.Search function in backend - 7:21
- 359.Searching and viewing data - 7:09
- 360.Adding - 3:26
- 361.Deleting - 8:02
- 362.Your own database - 1:25
- 363.frontend
- 364.backend
- 365.routine
- 39.Project-13 Egg catcher
- 366.Introduction to this module - 0:44
- 367.Overview of egg_catcher - 1:45
- 368.Creating window - 7:53
- 369.Egg and catcher - 13:32
- 370.Other interface items - 5:06
- 371.Create and move eggs - 11:23
- 372.Dropping and losing a life - 3:08
- 373.Catch and get score - 10:13
- 374.Moving with keys - 5:44
- 375.Running egg catcher - 3:51
- 376.egg_catcher
