Curriculum
8 Sections
67 Lessons
44 Weeks
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CORE PYTHON PROGRAMMING
15
1.1
Installation
1.2
Language Overview
1.3
Types and Values
1.4
Conditionals
1.5
Operators
1.6
Loops
1.7
Python: What’s Built-In
1.8
Functions
1.9
Structured Data
1.10
Modules
1.11
Exceptions
1.12
Structured Data
1.13
Exceptions
1.14
String Objects
1.15
Exception Handling
OOP , REG EXP AND DATABASE
7
2.1
Objected-Oriented Pytho
2.2
Inheritance and Composition
2.3
Magic Object Methods
2.4
Python Comprehensions
2.5
Introduction to Databases in Python
2.6
RegEx Functions
2.7
Magic Object Methods
MSQL
6
3.1
SQL (Structured Query Language): SQL is the language used to interact with MySQL and other relational databases. You’ll learn SQL commands and syntax to perform operations such as creating tables, inserting data, updating data, deleting data, and querying data.
3.2
Database design: You’ll learn about database design principles, including how to create tables and relationships between them, how to choose the appropriate data types for different types of data, and how to optimize database performance.
3.3
Data manipulation: You’ll learn how to manipulate data stored in a MySQL database, including how to use SQL commands to select, sort, filter, and group data, and how to use functions and operators to perform calculations and transformations on data.
3.4
Data administration: You’ll learn how to administer a MySQL database, including how to manage users and permissions, how to backup and restore data, and how to optimize database performance.
3.5
Stored procedures and functions: You’ll learn how to create and use stored procedures and functions, which are pre-written SQL statements that can be stored in the database and executed as needed.
3.6
Data security: You’ll learn how to secure a MySQL database, including how to prevent unauthorized access to data and how to encrypt sensitive data.
CREATING GAMES USING PYTHON
5
4.1
GUESS THE NUMBER IN PYTHON
4.2
DICE ROLLER IN PYTHON
4.3
ROCK PAPER SIZZOR IN PYTHON
4.4
TIC-TAC-TOE IN PYTHON
4.5
HANGMAN GAME IN PYTHON
CREATING APPLICATIONS USING PYTHON
15
5.1
PASSWORD GENERATOR IN PYTHON
5.2
PASSWORD STRENGTH CHECKER IN PYTHON
5.3
MAD LIBS IN PYTHON
5.4
MAKING A KEYLOGGER IN PYTHON
5.5
COUNDOWN TIMER IN PYTHON
5.6
DESKTOP NOTIFIER
5.7
SIMPLE ATTENDANCE TRACKER
5.8
CREATING PAYMENT RECEIPTS
5.9
QR CODE ENCODER/DECODER
5.10
CONVERT EMOJI INTO TEXT
5.11
PYTHON AUTO CLICKER
5.12
EMPLOYEE MANAGEMENT SYSTEM
5.13
LOAN CALCULATOR
5.14
VISITING CARD SCANNER
5.15
COVID-19 DATA IN PYTHON
PYTHON LIBRARIES
3
6.1
WORKING WITH NUMPY
6.2
WORKING WITH PANDAS
6.3
WORKING WITH MATPLOTLIB
MACHINE LEARNING MODELS
5
7.1
LINEAR REGRESSION
7.2
MULTIPLE REGRESSION
7.3
LOGISTIC REGRESSION
7.4
DECISION TREES
7.5
RANDOM FOREST
GENERATIVE AI
11
8.1
ARTIFICIAL INTELLIGENCE
8.2
INTRODUCTION TO GENERATIVE AI
8.3
GETTING STARTED WITH LARGE LANGUAGE MODELS
8.4
PROMPT ENGINEERING AND WORKING WITH LLM
8.5
WORKING WITH OPEN AI API
8.6
WORKING WITH GOOGLE GEMINI API
8.7
WORKING WITH META’S LLAMA API
8.8
WORKING WITH HUGGING FACE ECOSYSTEM
8.9
BUILDING GEN AI APPS USING LANGCHAIN
8.10
INTRO TO RAG
8.11
STABLE DIFFUSION BY STABILITY AI
Advanced Certificate in Python Development & Generative AI
Curriculum
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