Recommended Prerequisites and Software Utilized

Semester	Course name	Recommended course	Utilized software
1st semester of 1st year	Introduction to Computer Engineering
	Introduction to Programming		Python, Pycharm
	Discrete mathematics
2nd semester of 1st year	C Language		Visual Studio
	Introduction to Data Science		Python, Pycharm
	Probability and Statistics
1st semester of 2nd year	Data Structure	C Language	Visual Studio
	Digital Engineering		Logisim
	Java Language	C Language	Java, Eclipse
	Basic simulation lab with Matlab	Discrete mathematics	Matlab
	Data Science	Introduction to Programming,Introduction to Data Science, Probability and Statistics	Python
	Linear Algebra
2nd semester of 2nd year	Computer Architecture	Digital Engineering	Logisim
	C++ Language	C Language, Java Language	Visual Studio
	Mobile Software	Java Language	Android Studio, kotlin
	Windows Programming	C Language	Visual Studio
	System Programming
	UNIX/LINUX Programming	C Language, Data Structure	Linux (Ubuntu)
	Numerical Analysis	Linear Algebra, Basic simulation lab with Matlab	Matlab
1st semester of 3rd year	Operating System	Computer Architecture	JAVA, C
	Database	Discrete mathematics, Data Structure	MySQL, MySQL Workbench
	Data Communication	Digital Engineering	Matlab
	Software Engineering	C++
	Advanced Programming Language	C++	Visual Studio, Python, Scalar, Lisp, Prolog
	Web Programming	Java Language	Eclipse, MySQL, Apache, Tomcat
	Machine Learning	Discrete mathematics, Probability and Statistics, Linear Algebra, Introduction to Data Science, Data Science	Matlab, Python, R
2nd semester of 3rd year	Algorithm	C Language, Data Structure
	Computer Network	Data Communication	Java, Python
	Intelligent Information Systems	Discrete mathematics, Data Structure, Database	Python, Jupyter Notebook
	Computer Graphics	C Language, Linear Algebra	OpenGL
	Server construction	UNIX/LINUX Programming
	Natural Language Processing	Linear Algebra	Python, Jupyter Notebook
	System security and Hacking	Data Structure, Operating System	Ubuntu, Wireshark
1st semester of 4th year	Game Programming	C++ Language	Visual Studio
	Compiler Design	Program Linguistics, Algorithm	Python, Jupyter Notebook
	Artificial Intelligence and Deep Learning	Discrete mathematics, Probability and Statistics, Introduction to Data,  Science, Data Science
	Cloud Computing	Computer Architecture, Operating System, Computer Network, Server Construction	VMware Workstation Player
2nd semester of 4th year	Introduction to Big data	Data Structure, Database, Intelligent Information Systems, Natural Language Processing	http://www.mmds.org/
	Computer Vision	Introduction to Programming, Probability and Statistics, Linear Algebra, Data Science, Machine Learning	Python
	Topics on Information Security	Operating System, Computer Network, System security and Hacking, Cloud Computing	VMware Workstation Player
	Entertainment Software	C++ Language	Unreal Engine
	Introduction to Speech Recognition	Probability and Statistics, Data Science, Machine Learning	Matlab, Python