Coursera-Specializations

Coursera specializations road map for computer science students.

1. Computer-Science-Specializations

Computer Science Specializations road map for computer science students, which including the following main topics:

1.1- Python Programming Language and Object Oriented Specializations

1.2- C/C++ Programming Language and Object Oriented Specializations

1.3- Mathematics and Discrete Mathematics Specializations

1.4- Probability and Statistics Specializations

1.5- Logic Design Specializations

1.6- Data Structures and Algorithms Specializations

1.7- Operating Systems and Parallel Computing Specializations

1.8- Theory of Computations and Computer Architecture and Organization Specializations

SKILLS YOU WILL GAIN:

computer science

discrete mathematics

mathematics

probability

statistics

python programming

c++ programming

c programming

c++ object oriented programming (oop)

python object oriented programming (oop)

logic design

data structures

algorithms

advanced data Structures

advanced algorithms

theory of computations

compiler

concepts of programming languages

computer architecture

computer organization

2. Artificial-Intelligence-Specializations

Artificial Intelligence Specializations road map for computer science students, which including the following main topics:

2.1- Data Analysis Specializations

2.2- Machine Learning and Data Mining Specializations

2.3- Artificial Intelligence Specializations

2.4- Computer Vision and Image Processing Specializations

2.5- Neural Networks and Deep Learning Specializations

2.6- Natural Language Processing Specializations

2.7- Reinforcement Learning Specializations

SKILLS YOU WILL GAIN:

artificial intelligence

data analysis

excel

data management

data processing

data mining

text mining

natural language processing

natural language toolkit (nltk)

time series

machine learning

advanced machine learning

multi-task learning

reinforcement learning

markov chain monte carlo (mcmc)

data vizualisation

advanced data vizualisation

matlab programming

python programming

python libraries

digital signals processing

pattern recognition

image processing

computer graphics

deep learning

speech processing

dimensionality reduction

computer vision

cloud computing

tensorflow serving

keras

pytorch

3. Data-Science-Specializations

Data Science Specializations road map for computer science students.

3.1- Data Analysis Specializations

3.2- Machine Learning and Data Mining Specializations

3.3- Data Science Specializations

3.4- Business Intelligence Specializations

3.5- Database Systems and Data Warehousing Specializations

3.6- Big Data Specializations

3.7- Data Engineering Specializations

SKILLS YOU WILL GAIN:

data science

data analysis

excel

data cleansing

data management

data processing

data validation

data wrangling

data quality

data modeling

data parallelism

data integration

data storage

data retrieval

data warehousing

data engineering

data mining

text mining

natural language processing

natural language toolkit (nltk)

time series

machine learning

advanced machine learning

multi-task learning

reinforcement learning

markov chain monte carlo (mcmc)

tableau

data vizualisation

advanced data vizualisation

python programming

r programming

rstudio

scala programming

python libraries

sql

nosql

database systems

database design

business analysis

business intelligence

apache spark

apache hadoop

big data

presentation design

extraction and transformation and loading (etl)

web scraping

parallel computing

cloud computing

cloud databases

4. Software-Engineering-Specializations

Software Engineering Specializations road map for computer science students.

4.1- Java Programming Language and Object Orinted Specializations

4.2- Software Engineering Specializations

4.3- Web Development Specializations

4.4- Mobile Development Specializations

4.5- Game Development Specializations

4.6- User Interface and User Experience (UI/UX) Specializations

4.7- Continuous Delivery and DevOps Specializations

4.8- Project Management Specializations

SKILLS YOU WILL GAIN:

software engineering

object oriented design

object oriented analysis

service oriented architecture

analysis of systems

design of systems

quality control

desktop applications

mobile applications

web applications

game applications

cross platform development

continuous delivery

devops

cloud computing

project management

android

ios

product development

google app engine (gae)

unity

parallel computing

parallel processing

shell script

web service

kubernetes

game design

virtual machine (vm)

virtual reality (vr)

php programming

agile user stories

software quality

microservices

user interface (ui)

jenkins

github

command line interface

version control systems

java programming

python programming

c# programming

swift programming

objective-c

google cloud platform

google compute engine

human computer interaction

reactive programming

distributed systems

software architecture

agile software development

javascript programming

user experience (ux)

responsive web design