| Basics | Introduction to web programming, Concepts about web servers , LAMP, Installation and basics, XAMPP server, PHP installation details. |
| Variables, Loops, if -else condition checking, Logical statements. | |
| Form handling, Session management, Arrays, String handling, Math, Basic Scripts, functions, Date function | |
| Introduction to Data formats and handling by PHP. Json, XML | |
| GD, Mail, Filters, PDF by FPDF, ctype | |
| PHP & Database | Basics of MySQL or SQLite, Connection using PDO, MySQLi, Membership scripts, Singup pages, login pages, storing details in Database, Generating Forum , Newsletter script |
| Shopping Cart Script using Session Array | |
| Installation of wordpress |
| Basics | Introduction, Platform to use, Libraries,Why Python, |
| Variables, Loops, Basic input outputs, Scope of variables, reserved words, functions, user defined function | |
| Logical operators , comparision operators | |
| If else, for loop, while loop, do while loop with conitnue, break and pass | |
| String handling, Math module, File handling | |
| List, Tuple, Set, Dictionary | |
| Exception handling | |
| Object Oriented programming. Class, Object , Method, Inheritance | |
| PIL : Python Imaging Library, Drawing lines, circles, rectangles, text by using ImageDraw Integrating with database to create bulk certificates, reports and gnerating images on the fly. | |
| Database | MySQL or SQLite Connection, listing records, Applying query |
| Inserting records, Updating , deleting and basics of Data handling, Adding BLOB ( Binary Large Object) , handling error |
| A | IntroductionDataFrame: The core data structure in Pandas, which represents a two-dimensional table of data with labeled axes (rows and columns).Series: A one-dimensional labeled array capable of holding any data type. It is often used to represent a single column or row of data. |
| B | Importing / Exporting Data:CSV and Excel: Functions for reading and writing data in CSV and Excel formats.Clipboard: Functions to read and write data to the clipboard. HTML: Functions to read and write data from HTML tables. Clipboard: Functions to read and write data to the clipboard. Creating Datafrom from json , pickle, SQL ( query ), tsv Exporting Data: From DataFrame to csv,clipboard, Excel, html,json, pickle, SQL, string, dictionary |
| C | Data Cleaning and Preprocessing:Missing Data: Functions to handle missing data, including detecting, removing, or filling missing values.Data Transformation: Functions for data normalization, scaling, reshaping, and pivoting. Data Filtering: Methods to filter and subset data based on specific conditions. |
| D | Data Manipulation and Analysis:Indexing and Selection: Techniques to select, slice, and index data in a DataFrame or Series.Grouping and Aggregation: Capabilities to group data based on one or more variables and apply aggregation functions like sum, mean, count, etc. Statistical Functions: Functions for statistical analysis, descriptive statistics, correlation, covariance, and more. Merging, Joining, and Concatenating: Functions to combine multiple datasets based on common columns or indices. Sorting and Ranking: Methods to sort data and assign ranks based on specific criteria. |
| E | Time Series and Dates:Tools for working with time series data, including resampling, shifting, rolling window calculations, and more. |
| F | Data Visualization:Pandas integrates well with other popular visualization libraries like Matplotlib and Seaborn to create visualizations such as line plots, bar plots, histograms, scatter plots, etc.Creating analytics /dashboard using data from Database. Displaying Images ( BLOB) |
| G | Integrating with GUICreate a DataFrame by using Tkinter GUI application by reading an Excel file, then transfer the DataFrame to different formats like CSV, Excel , HTML and store the same DataFrame in MySQL table. |
| Numpy | Installation and basics |
| Creating array , adding elements, methods, Math functions , random number generator, |
| Bsics | Intallation and basics of GUI, Widgets to use and events |
| Widgets , Button, Label, Entry, Text, Spinbox, Combobox, Progressbar, Toplevel, Radiobuttons, Checkbuttons, Scale, Scrollbar,Filedialog, Canvas, Colorchooser, Treeview to show tabular data. | |
| concept of string variable and configuration of widgets, dynamic creation of Widgets | |
| Working with DateEntry, MinDate and MaxDate | |
| Layout: Understanding of Grid, Pack & place | |
| Handling Data: Storing user inputs in Database and displaying records in Tkitner window, Paging of records. | |
| ttkbootstrap | |
| Projects using Tkinter. Inventory management, QR code generater, Restaurant Management |
| Basics | Database basics, Why database, Types of Database |
| Creating table, Column types, | |
| Insert data, SELECT data, WHERE, GROUP BY, ORDER BY, LIMIT | |
| Joining Tables, LEFT Join, Right Join, Inner Join | |
| Math functions, String functions, date functions | |
| Developing application using PHP, Python etc |
| Basics | Basics, How to use |
| String, array, Math, window, history, functions, scripit within HTML | |
| Handling form, validation | |
| Appliacation development |
| Basics | Basics, CDN, HTML elements and JQuery, |
| Managing HTML components using JQuery. | |
| JQuery UI | |
| Developing applications using JQuery |
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