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Computer Science Specialization
Data Structures and Algorithms
Stacks, Queues, lists, trees and asymptotic complexity
Searching and Sorting
Recursive Algorithms
Greedy Algorithms
Graph Algorithms
Dynamic Programming
Linear Programming
NP Completeness
Randomized Algorithms
Database Design
Data Modeling
Relational Algebra and Calculus
Keys, Dependencies and Normalization
Relational Database
Constraints, Triggers and Views
Storage Mechanism and Indexing
Database Queries
Concurrency Control
Procedures and Transactions
Python Programming
Introduction to object oriented programming concepts
Exception handling and debugging
Introduction to advanced scientific libraries PyLab, numPy and SciPy
Analysis and visualization in Python and Matplotlib
Compilers
Context free grammars and parsing
Lexical Analysis and scanner construction
Structure of the translation process
Top-Down Parsing and Bottom-Up Parsing
Declarations and References
Semantic Analysis and Type checking
Runtime Organization
Storage and execution model
Expression evaluation and control flow
Register Allocation
Data flow analysis
Computer Networks
Introduction to computer networks
Fundamentals of data transmission
LAN technology (Ethernet, CSMA/CDMA)
TCP/IP and client server design
Routing Algorithms
End to End Reliability (TCP/UDP)
Congestion Control
Quality of Service
Network Security
Network Management
Operating Systems
Process States, context switching
Threads
Process Synchronization
Process Scheduling
Virtual Memory
Paging Algorithms
File Systems
Network Protocols
IOT (Internet of Things) System Design
IOT Around Us
Sensors
Multi-sensor Systems and Calibration
IoT System Overview
Power management and Batteries
Understanding Microprocessors
Microprocessors for IoT Sensors: An Overview
Microcontrollers for IoT Sensors: Resources and Processes
Representation of Numbers
Netwroking and IoT
Big Data
Hadoop and Map Reduce
An Introduction to Raspberry Pi