YouTube playlists road map for computer science students.
Computer Science Playlists road map for computer science students, which including the following main topics:
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)
, electronics
, logic design
, data structures
, algorithms
, advanced data Structures
, advanced algorithms
, theory of computations
, compiler
, concepts of programming languages
, computer architecture
, computer organization
, parallel processing
, parallel computing
, distributed systems
, operating systems
, shell scripting
Artificial Intelligence Playlists road map for computer science students, which including the following main topics:
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
Data Science Playlists road map for computer science students.
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
Software Engineering Playlists road map for computer science students.
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