Course Details
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Course Fee: Rs.29900.00 + 18% GST
Part -1: Advance - Python Programming (game dev)
Learning outcome
What is Python?
Gaming in Python
Installing Python
Installing Pygame Zero
Using IDLE
LEARNING THE BASICS
Creating variables
Making decisions
Playing with loops
Functions
Fixing bugs
Projects
Your first program
SHOOT THE FRUIT
How to build Shoot the Fruit
COIN COLLECTOR
How to build Coin Collector
FOLLOW THE NUMBERS
How to build Follow the Numbers
RED ALERT
How to build Red Alert
HAPPY GARDEN
How to build Happy Garden
SLEEPING DRAGONS
How to build Sleeping Dragons
BIG QUIZ
How to build Big Quiz
BALLOON FLIGHT
How to build Balloon Flight
DANCE CHALLENGE
How to build Dance Challenge
Part-2: Basic - Ethical Hacking and Cyber Security
Learning outcome
Hacking with kali linux
Basics of hacking
What is ethical hacking?
Cyber security
Linux architecture
Basics of Linux operating system
Basic linux commands
Characteristics of kali linux & it’s important in the hacking world
Installation of kali linux
Applications and use of kali linux
Different tools of kali linux
How can kali linux be used for hacking?
Techniques of using kali linux
Penetration testing
VPN
Firewall
Cryptography
Projects
Virus creation for Wi-Fi circle
Virus creation for global attack
Window payload generation
Backdoor generation
Android pay load generation
VPN creation
Firewall cracking
Browser exploitation
Port scanning
Part -3: Virtual Reality and Augmented Reality (basic)
Learning outcome
Getting familiar with VR and VR software
Develop 3D creation skills
Working with variables
Using lists
Using functions
Screen templates
Camera movements
The snapping tool
Scene filters
The hierarchy
Building blocks
Sphere textures
Floor image
Lock feature
Duplicate, attach feature
Uploading videos
Publish VR App
Desktop shortcuts
EDITOR
Navigation, Building, Co locks
Projects
Play mode
Gyro mode
VR (Virtual Reality) mode
AR (Augmented Reality) mode
Register, Create, Explore
360° tours
Virtual exhibitions
Storytelling lesson
Creation Planning
Create virtual scenes
Build new constructions
Add external files
Part-4: AI and ML programming (advance)
Learning outcome
What is machine learning?
Why machine learning?
When should you use machine learning?
Types of Systems of Machine Learning
Supervised and unsupervised learning
Reinforcement Learning
Instance based learning
Model-based learning
Measures of Performance
Confusion Matrix
Recall Trade-off ROC
Multi-class Classification
Training a Random Forest Classifier
TRAINING A MODEL
Linear Regression
Computational Complexity
Types of Descent
Polynomial Regression
Learning Curves
Regularized Linear Models
Ridge & Lasso Regression
Projects
3 Basic using the above features
4 Advance MI & AL using the above features
Part 5: Advance - Web Development (HTML , CSS )
Learning outcome
Basics of CSS
Applying CSS Code
Syntax of a CSS rule
Selecting an Element
Selecting Classes and IDs
More Selectors
Case Insensitivity
Order of Precedence
Display Inconsistency
Comments
CSS Box Model
Width and Height Properties
Overflow Property
Padding and Margin Properties
Border Properties
Border Shorthand
Positioning and Floating
Floating
Display and Visibility
Background
Background Color image repeat attachment position
Text and Font Properties
Lists, Links and Navigation Bars
CSS Lists, Links
Navigation Bars
Tables. Border, Padding and Margin
Projects
5 Basic Websites using the above features
8 Advance websites using the above features
Part 6: App Development (Basic) Java - Android Studio
Learning outcome
The Android platform dissected
Development environment
Install Android Studio
Build a basic app
Activities and layouts
Android Studio folder structure
Useful files in your project
Editing code with Android Studio editors
Run the app with Android emulator
Creating an Android Virtual Device
Console progress
Your Android Toolbox
create a chooser
Pass from first to a second activity
Build the custom Java class
Test drive your app
Projects
Let’s build a Juice Adviser app
(full version with learning more than 10 concepts)
Transfer message app
(full version with learning more than 12 concepts)