Curriculum
8 Sections
67 Lessons
44 Weeks
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CORE PYTHON PROGRAMMING
15
7.0
Installation
7.1
Language Overview
7.2
Types and Values
7.3
Conditionals
7.4
Operators
7.5
Loops
7.6
Python: What’s Built-In
7.7
Functions
7.8
Structured Data
7.9
Modules
7.10
Exceptions
7.11
Structured Data
7.12
Exceptions
7.13
String Objects
7.14
Exception Handling
OOP , REG EXP AND DATABASE
7
8.0
Objected-Oriented Pytho
8.1
Inheritance and Composition
8.2
Magic Object Methods
8.3
Python Comprehensions
8.4
Introduction to Databases in Python
8.5
RegEx Functions
8.6
Magic Object Methods
MSQL
6
9.0
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.
9.1
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.
9.2
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.
9.3
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.
9.4
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.
9.5
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
10.0
GUESS THE NUMBER IN PYTHON
10.1
DICE ROLLER IN PYTHON
10.2
ROCK PAPER SIZZOR IN PYTHON
10.3
TIC-TAC-TOE IN PYTHON
10.4
HANGMAN GAME IN PYTHON
CREATING APPLICATIONS USING PYTHON
15
11.0
PASSWORD GENERATOR IN PYTHON
11.1
PASSWORD STRENGTH CHECKER IN PYTHON
11.2
MAD LIBS IN PYTHON
11.3
MAKING A KEYLOGGER IN PYTHON
11.4
COUNDOWN TIMER IN PYTHON
11.5
DESKTOP NOTIFIER
11.6
SIMPLE ATTENDANCE TRACKER
11.7
CREATING PAYMENT RECEIPTS
11.8
QR CODE ENCODER/DECODER
11.9
CONVERT EMOJI INTO TEXT
11.10
PYTHON AUTO CLICKER
11.11
EMPLOYEE MANAGEMENT SYSTEM
11.12
LOAN CALCULATOR
11.13
VISITING CARD SCANNER
11.14
COVID-19 DATA IN PYTHON
PYTHON LIBRARIES
3
12.0
WORKING WITH NUMPY
12.1
WORKING WITH PANDAS
12.2
WORKING WITH MATPLOTLIB
MACHINE LEARNING MODELS
5
13.0
LINEAR REGRESSION
13.1
MULTIPLE REGRESSION
13.2
LOGISTIC REGRESSION
13.3
DECISION TREES
13.4
RANDOM FOREST
GENERATIVE AI
11
14.0
ARTIFICIAL INTELLIGENCE
14.1
INTRODUCTION TO GENERATIVE AI
14.2
GETTING STARTED WITH LARGE LANGUAGE MODELS
14.3
PROMPT ENGINEERING AND WORKING WITH LLM
14.4
WORKING WITH OPEN AI API
14.5
WORKING WITH GOOGLE GEMINI API
14.6
WORKING WITH META’S LLAMA API
14.7
WORKING WITH HUGGING FACE ECOSYSTEM
14.8
BUILDING GEN AI APPS USING LANGCHAIN
14.9
INTRO TO RAG
14.10
STABLE DIFFUSION BY STABILITY AI
Advanced Certificate in Python Development & Generative AI
Curriculum
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