Certificate Course in
Python & R Programme Course Training in Singapore
- 16 Hours Classroom & Live Online Sessions
- 40+ Hours Assignments & eLearning
- IBM Digital Certificates and Badges
- Complimentary Advanced Python & R e-learning
"Digital data is projected to grow to 180 zettabytes posing a huge demand for data analysts by 2025. In Malaysia, entry-level junior data analyst earns around RM 5000 to RM 5000 per month." - (Source). The skillsets people and businesses need are always changing and we need to update ourselves in this increasingly data-driven world. The two popular languages Python and R show a positive trend in terms of demand and are presenting more and more career opportunities for individuals in the field of data science. Both these languages are used for data analysis. Both are simple to learn and install and there is a boom in the current marketplace given the shortage of data experts. R helps you do heavy statistical analysis and graphing and Python is majorly used for data engineering, data wrangling, website scraping, web app building, and more. With this course in Singapore command new skills in Python and R with live projects and daily fun learning practice challenges.
Python and R Programme
- Computer Skills
- Basic Mathematical Concepts
Python & R Training in Singapore
Kickstart your career as a data professional with the Python and R Programme for Beginners. There is no better way to make an entry into Data Science than by learning these two top programming languages. The program covers all the concepts and techniques that a professional requires to launch a career in Python and R programming in Singapore. Over two days, students with basic or no knowledge of programming will be trained in these two easy-to-learn yet powerful languages. The hands-on experience will teach students how to code for websites, Mobile App Development, Software development, and Data Analytics, Artificial Intelligence, and Machine Learning.
Python is a programming language also known for its scripting features that are used for creating Web applications and high-powered Web content. In the current scenario where all businesses are data-driven Python can be used in every industry for automation and betterment of processes. It is used for desktop applications, web applications, database applications, networking applications, games, data analysis, Machine learning, AI, IoT, etc. and this is the reason it is a very famous and powerful programming language today.
R is a programming language and is mainly used for developing statistical software and for managing and manipulating data. It is also used for machine learning applications. It is free and open-source software with excellent graphical capabilities and can run on many operating systems and hardware. It is popular for its largest repository of statistical knowledge which includes classical statistical tests, linear and nonlinear modeling, classification, time-series analysis and clustering.
Python & R Training Outcomes in Singapore
Both R and Python are being leveraged by data scientists’ side by side as a valuable language for their work. Companies worldwide are using Python and R to derive insights from their data to gain a competitive edge and master the basics of manipulating data structures such as vectors, matrices, and data frames. This course aims to teach the concepts and principles of programming in R for basic statistical calculations that are used for data management, visualization of data, and be able to construct and execute basic programs in Python. Students will also learn to design and implement basic algorithms in Python and explore the external libraries with Python. They will also learn to use elementary programming techniques to construct and execute basic programs in R and use external R-packages in statistics and data mining. This course also focuses on understanding the structure and components of R and Python GUI tools. Students will also learn the importance of communicating their findings while working on datasets that will be broken up into manageable pieces and a range of qualitative and quantitative tools will be used to summarize what they have learned. The course also aims to focus on practical issues in statistical computing, writing R functions, debugging, and organizing R code. The training will also define the various types of Python Packages like Pandas, Matplotlib, Numpy, and Scipy and help understand how Python Packages are built. The students will also:
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Who Should Sign Up?
- Candidates aspiring to be IR 4.0 consultants
- CEOs and other senior executives
- Plant heads, Operations heads, Line managers
- Employees of organisations that are planning to implement smart factories
- Research and Development heads and Industrial engineering heads
- Professionals who want to be a part of an organisation’s change management
Python & R Course Modules in Singapore
The Module on Python and R help you take your first steps with the introduction to Python and understanding the importance of Python as a programming language and the core areas where Python is used. Students will learn the installation of Anaconda Python and learn about the various versions in Anaconda Python, different GUIs, or IDEs of Anaconda Python and Understand Spyder and Jupyter IDEs. The modules will also take you through the different types of data, python operators, and packages. Understand what are the In-built and custom functions in Python and learn how to build a Machine Learning model on Python. The next module is dedicated to R and begins with understanding capabilities of R as a programming language and Installation of R and RStudio (GUI) and also exploring the various data types in R like Character, Integer, Float, Complex, and Logical. Students will also learn how R handles errors and how fast R is for Data Analytics and also how to use the console as a calculator and how to assign variables.
- Introduction to Python programming language
- Installation of Python and Anaconda (GUI)
- Python operations
- Python packages
- Python data types
- Python functions – in-built and custom functions
- Error handling
- Data Analytics
- Visualisation in Python
- Machine learning and AI packages
- Introduction to R programming language
- Installation of R and RStudio (GUI)
- Operations in R
- R scripts and executions
- Packages in R
- Data types in R
- R functions – in-built and custom functions
- Error handling
- Data Analytics
- Visualisation in R
- Machine learning and AI packages
Python and R Trends in Singapore
There has been tremendous growth in both languages especially in tackling the application of data science. Both these languages have been ranked among the top five programming languages used by data scientists and developers. Candidates with a computer science or software development background prefer Python as it comes naturally to them because of its transition from Java or C++. Packages in R, on the other hand, make importing, manipulating, visualizing, and reporting on data easy. Software and digitalization will continue to impact the world in the coming years too. The programming and developer communities are on the rise more than ever before and Python and R will continue to be the most popular languages in and beyond 2020.
Python has been used to develop web applications like YouTube, Instagram, Pinterest, SurveyMonkey, etc. It has made entry into programming easier and is loved by new generation developers as it has an excellent community. For Data Analysis and Machine Learning, R is the most commonly used programming language. With its framework and excellent built-in libraries, it supports the development of powerful Machine Learning algorithms and can run seamlessly on various operations systems. R has been well adopted for statistical computing as well as graphics. So, discover your data skill level with this course in Singapore and learn to solve data-driven problems with Python and R.
How We Prepare You
Additional Assignments of over 40 hours
Live Free Webinars
Resume and LinkedIn Review Sessions
3 Month Access to LMS
Job Placement Assistance
Unlimited Mock Interview and Quiz Session
Hands-on Experience in a Live Project
Life Time Free Access to Industry Webinars
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