Learning Beyond Restrictions

Data Structure: Theory and Practice

Learn the core and advanced concepts of Data Structure for mastering modern programming skills. An essential skill for all system programmers and application designers.

Highlights of the Course
Algorithmic Design & Complexity,
Premitive and Non-Premitive Structures, Arrays, Stacks, List, Graph, Trees Sets etc.
Advanced Search algorithms
Algorithmic Analysis

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GIS & Spatial Analytics

Master core and advanced skills of Geo-spatial Analysis and Mapping world arround you. Design smart spatio-temporal solutions and implement industry ready projects

Highlights of the Course
Master GIS concepts
Core Spatial Analytics using GIS
2D and 3D Visualizations
Spatio-Temporal Analysis
Virtual Reality with GIS

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R Programming & Data Visualization

Get control over R language for Statistical Analysis and machine learning applications. Use R for handling small to large data, visualize and develop business solutions.

Highlights of the Course
Complete learning path from core to advaced topics
Handling simple to complex data types
Data organisation & Statistical Analysis
Visual Analytics
Advanced pakages

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Artificial Intelligence

Learn the core and advanced concepts of Artificial Intelligence and apply them for designing solutions for real life problems.

Highlights of the Course
Fundamentals of AI, AI Agents,
Classical and Adversial Search, Logical Agents and propositional Logic, Inferencing system, Planning and Knowledge representation. Towards Machine Learning.

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Graphics & Image Processing

Develop the theoritical and mathematical foundation of Computer Graphics & Digital Image Processing. A must have course for Visual & Multimedia professionals

Highlights of the Course
Graphics Principles, 2D & 3D Graphics, Perspective projections, Raycasting, Shadows and Rendering effects, Color theory and applications, Image Processing concepts, Spatial and Frequency domain operations, Morphology etc

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Mobile App Design

Learn the concepts of effective and efficient mobile app design on most popular platforms. Communicate and create services for daily and professional purpose

Highlights of the Course
Mobile Platforms, App Design principles, Ubiquitous Communications, Android Plaltform, Java and Kotlin based apps, Databases & Network communications, Sensors Networks, GUI Programming, Spatial Computing, Augmented Reality implementations

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Learning Resources

This section contains compilation of resources for learning Python Proramming. Python has been rapidly growing and one of the most popular programming language of current time. Read, learn and succeed.

1. Introduction of Python Programming: Durham University
2. NLP in Python Tutorial : The mighty Unknown
3. Python Interview Questions 1: CareerGuru
4. How to Think Like a Computer Scientist: Learning with Python 3 Documentation : Peter Wentworth
5. Practice Questions-Part-1
6 Practice Question -Part-2.
7. Practice Question -Part-3.
8. Practice Question-Part-4
8. Python Cheat sheet

One of the recent disruptive technologies is Bockchain which can be used to set up the transparent, trustless, publicly accessible ledger that allows us to securely transfer the ownership of units of value using public key encryption and proof of work methods.
1. Blockchain for Social Impact: Stanford Graduate School of Business - Center of Social Innovation

Introduction to Quality, Software Quality Assurance
Software Testing-Part-1
Software Testing-Part-2

Site under update process!. Get back after some time for resources on Security and Cyber forensics.
Miscellaneous Resources: Practical/Demo 

Practical-1: Upsampling, downsampling, Fast Fourier transform
Practical-2: Convolution and Template matching
Practical-3: Pixel Intensity transformations-Log and Power Law, Contrast Adjustments, Histogram Equalization, Thresholding
Practical-4: Gradient and Laplace Transformations
Practical-5: Linear and Non-Linear Smoothing
Practical-6:Image Enhancements
Practical-7: Edge Detection Techniques
Practical-8: Morphological Image Processing
Practical-9: Blob Detectors, Corner detector, Haar Transformation

Download Sample Images used in Practical Lab here.

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