Certificate Course in
Python & R Programme Course Training in Singapore
- 16 Hours Classroom & Live Online Sessions
- 40+ Hours Assignments & eLearning
- Complimentary Advanced Python & R e-learning
559 Reviews
5017 Learners
Academic Partners & International Accreditations
Python and R Programme
Total Duration
2 Months
Prerequisites
- 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.
Define Python
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.
Define R
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
Tools Covered
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
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Additional Assignments of over 40 hours
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Live Free Webinars
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Resume and LinkedIn Review Sessions
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3 Month Access to LMS
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24/7 Support
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Job Placement Assistance
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Complimentary Courses
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Unlimited Mock Interview and Quiz Session
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Hands-on Experience in a Live Project
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Life Time Free Access to Industry Webinars
Call us Today!
+60 19-383 1378Python & R for Data Science Panel of Coaches
Bharani Kumar Depuru
- Areas of expertise: Data analytics, Digital Transformation, Industrial Revolution 4.0
- Over 18+ years of professional experience
- Trained over 2,500 professionals from eight countries
- Corporate clients include Deloitte, Hewlett Packard Enterprise, Amazon, Tech Mahindra, Cummins, Accenture, IBM
- Professional certifications - PMP, PMI-ACP, PMI-RMP from Project Management Institute, Lean Six Sigma Master Black Belt, Tableau Certified Associate, Certified Scrum Practitioner, (DSDM Atern)
- Alumnus of Indian Institute of Technology, Hyderabad and Indian School of Business
Sharat Chandra Kumar
- Areas of expertise: Data sciences, Machine learning, Business intelligence and Data
- Trained over 1,500 professional across 12 countries
- Worked as a Data scientist for 18+ years across several industry domains
- Professional certifications: Lean Six Sigma Green and Black Belt, Information Technology Infrastructure Library
- Experienced in Big Data Hadoop, Spark, NoSQL, NewSQL, MongoDB, Python, Tableau, Cognos
- Corporate clients include DuPont, All-Scripts, Girnarsoft (College-, Car-) and many more
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Bhargavi Kandukuri
- Areas of expertise: Business analytics, Quality management, Data
visualisation with Tableau, COBOL, CICS, DB2 and JCL - Electronics and communications engineer with over 19+ years of industry experience
- Senior Tableau developer, with experience in analytics solutions development in domains such as retail, clinical and manufacturing
- Trained over 750+ professionals across the globe in three years
- Worked with Infosys Technologies, iGate, Patni Global Solutions as technology analyst
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Certificate
Prove that you have the coding, Data Analytics and Visualisation skills needed for a career in Python or R programming. The certificate is your key to enter the Data Science profession in Singapore and the region, and join the fast growing user communities.
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Alumni Speak
"Coming from a psychology background, I was looking for a Data Science certification that can add value to my degree. The 360DigiTMG program has such depth, comprehensiveness, and thoroughness in preparing students that also looks into the applied side of Data Science."
"I'm happy to inform you that after 4 months of enrolling in a Professional Diploma in Full Stack Data Science, I have been offered a position that looks into applied aspects of Data Science and psychology."
Nur Fatin
Associate Data Scientist
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"360DigiTMG has an outstanding team of educators; who supported and inspired me throughout my Data Science course. Though I came from a statistical background, they've helped me master the programming skills necessary for a Data Science job. The career services team supported my job search and, I received two excellent job offers. This program pushes you to the next level. It is the most rewarding time and money investment I've made-absolutely worth it.”
Thanujah Muniandy
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"360DigiTMG’s Full Stack Data Science programme equips its graduates with the latest skillset and technology in becoming an industry-ready Data Scientist. Thanks to this programme, I have made a successful transition from a non-IT background into a career in Data Science and Analytics. For those who are still considering, be bold and take the first step into a domain that is filled with growth and opportunities.”
Ann Nee, Wong
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"360DigiTMG is such a great place to enhance IR 4.0 related skills. The best instructor, online study platform with keen attention to all the details. As a non-IT background student, I am happy to have a helpful team to assist me through the course until I have completed it.”
Mohd Basri
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"I think the Full Stack Data Science Course overall was great. It helped me formalize and think more deeply about ways to tackle the projects from a Data Science perspective. Also, I was remarkably impressed with the instructors, specifically their ability to make complicated concepts seem very simple."
"The instructors from 360DigiTMG were great and it showed how they engaged with all the students even in a virtual setting. Additionally, all of them are willing to help students even if they are falling behind. Overall, a great class with great instructors. I will recommend this to upcoming deal professionals going forward.”
Ashner Novilla
Our Alumni Work At
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FAQs for Python & R Programming Course
Python is an open source and a high level programming language. Learning Python will be easy in our " Exclusive Python and R programming for beginners". This course facilitates hands-on project exposure that is valuable for beginners.
Python is a high-level programming language. It is also a Object-Oriented language like Java or C++. Students with prior knowledge of programming can easily grasp Python programming.
Java is known as a low-level programming langauge, which makes it difficult to learn and develop. Python is easy to develop . The simple syntax of Python makes it readable. Coding with Python reduces the complexity and length of programs.
There a plenty of Python related IDE's available. In this training we will learn Anaconda based Spyder. Jupyter Notebook is also discussed as it is widely used to develop Python codes.
To learn and practice R programming we use R Studio which is preferred by the Data Scientist / Data Analyst fraternity.
R is a statistical computing programming language. R is an open source and high level programming langauge which is used by data scientists and data analysts to apply statistical computing on business data.
Anyone can learn R programming as it is a high level programming language which is more like English communication.
R and Python are the most popularly used programming languages to develop data science solutions. There are various other tools as well, but because they are open-source , it is very easy to learn them. Hence they are popular. They can be used to develop algorithms in Machine Learning, Predictive Modelling, Neural Networks and Regression Analysis.
Each student is assigned a mentor during the course of this program. If the mentor feels that the student needs additional help then 360DigiTMG Malaysia will assign an additional mentor as well.
The certificate is free of cost.
Jobs in Field of Python & R in Singapore
As data continues to grow Python and R have become popular languages for Data scientists and developers. One can work as a Software Developer, Software Engineer, Data Scientist, Research Analyst, DevOps Engineer, etc.
Salaries of Python and R developers in Singapore
Python and R have been the most in-demand technologies used by Data Scientists. A Software Engineer with skills in Python gets an average salary of S$ 71, 116, and a data scientist with skills in R gets an average salary of S$ 80, 915 in Singapore.
Python & R Projects in Singapore
Projects are a challenging way to gain mastery over a subject. Customer segmentation is one project where one can identify the best customers using the clustering Algorithm, Credit Card Fraud Detection Project, or movie recommendation project in R.
Role of Open Source Tools in Python & R Course
Python and R languages both have a powerful ecosystem of open source tools that help data scientists perform analytical work. These tools also help in boosting the scope of statistical inference and improve predictive accuracy.
Modes of Training for Python & R Course
The course in Singapore is designed to suit the needs of students as well as working professionals. We at 360DigiTMG give our students the option of both classroom and online learning. We also support e-learning as part of our curriculum.
Industry Applications of Python and R
Python is used for developing business applications, web applications, graphic user interface-based applications, software development applications and applications of R are used in many sectors like banking, e-commerce, finance, etc.
Companies That Trust Us
360DigiTMG offers customised corporate training programmes that suit the industry-specific needs of each company. Engage with us to design continuous learning programmes and skill development roadmaps for your employees. Together, let’s create a future-ready workforce that will enhance the competitiveness of your business.
Student Voices
Sana Ahsan
3 years agoI still remember going through websites for the Data Scientist course and reading reviews. That's when I finally found 360DigiTMG. Today, I will consider 360DigiTMG as the best one because it has offered me way more than any other training institute can do: Incredible curriculum, instructors, mentorship, and most job search skills and interviews best practices. One of the best decisions I made, I strongly recommend the Data Science program at 360DigiTMG to anyone looking for a Data Scientist/Analyst role. I am happy to announce that presently I am deputed as a Specialist Data Scientist at one of the top MNC.
Suriyaa Kumar
3 years agoI attended the Certification in Data Science program by 360DigiTMG. The course was amazing. I had a great learning & networking experience. Also, trainers are highly experienced and knowledgeable in the field of Data Science. I will recommend this course to anyone who wants to become a Data Scientist.
Asyraaf Afandi
3 years agoI joined the Data Science Certification Program which is a great place to learn if you want to start your career in the Data Science industry. The trainers are very knowledgeable and will try to explain the topics until you truly understand it. I would definitely recommend others to join it.
Iqmal Harris
3 years agoThe courses are taught by seasoned industry experts who know how to train absolute beginners and established professionals alike. Glad to have trained under 360DigiTMG.
Zarif Iqram
2 years agoI worked on a Survival Analysis project, which gave me good exposure and boosted my skill set in Business Intelligence with Power BI. Good to have it more and be involved in the real-time projects.
