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python for analytics nus

The course then moves on to show how Python can be applied to data m… Python can also be used to handle data such as crawling, scraping, cleaning and processing your data from webpages external APIs, or other sources for mining and manipulation. Also tell me which is the good training courses in Machine Learning, Artificial Intelligence and Data Science for beginners. The Python data analysis course will teach you data manipulation and cleaning techniques using the popular Python Pandas data science library. The students are expected to get their hands really dirty by applying (and even messing up) the tools in analytics software (R or Python). This module is an introductory course for Python programming and data analytics. Python is used in Data Analytics in the Fintech industry. The goal of this course is to expose students to the art of practical problem solving involving analytics, with emphasis on applications in the finance industry. Given its versatility and applicability to data analysis, it has become the tool of choice for most industries. This tutorial series was written by Leong Zeng Hui, Alexander, Nelson Lim Jun Kang and Fan Ting Wei. Julian has taught programming and data management for business at UNSW. R, SAS), Python is the only reliable general-purpose programming language Also tell me which is the good training courses in Machine Learning, Artificial Intelligence and Data Science for beginners. He is also currently a Adjunct Senior Faculty with the Singapore University of Social Sciences (SUSS) and a SAS Trainer as well. 52 Hours Intense Bootcamp This is a beginner's course to learn Python and use it to analyze data. Prior to this, he was the Analytics Practicum Manager of the Master of IT in Business (Analytics) at the Singapore Management University School of Information Systems. Python is one of the most popular analytical programming languages for data analysis, due to its high readability and active developer ecosystem. DAO2702 - Programming for Business Analytics; Python Notes; Page 1/23. So, learn Python to perform the full life-cycle of any data science project. Ping Shung holds an MBA from University of Adelaide. Data Analytics is the trending technology in the present days. Python programming. Participants will learn to apply statistical models in Python, visualise their data in Tableau and ultimately strive to provide actionable insights. Click. Prior to enrolling into the programme, Shivam was a lead data scientist who built and developed analytics products for the insurance domain. MSCA 37014: Python for Analytics This course in python starts with introduction to the python programming language basic syntax and environment. He is a Certified Information Systems Security Professional (CISSP) and has a dozen other IT certifications. Python has proven to be beneficial to financial advisors, data journalists, digital marketers, and product managers responsible for researching market opportunities. 2. Most computers and all MacOS systems have Python built in. NUS career+. Python is one of the most popular analytical programming languages for data analysis, due to its high readability and active developer ecosystem. In this post I will simply connect to … This course will take you from the basics of Python to exploring many different types of data. Mid-Career Enhanced Subsidy (MCES) - Singaporeans aged 40 and above may enjoy subsidies up to 90% of the programme fee. It covers basic Python programming techniques and preliminary data analysis, with a great emphasis on addressing practical business problems and real datasets. His strong passion in data analytics and data science can be seen through his involvement in data analytics interest groups, being a Co-founder of DataScience.Sg and former Working Committee Chairman of SAS User Group Singapore and Data Ambassador for one of the DataKind SG project. Since Yale-NUS College had the short course by Marla Geha on Python, I am going to include a lot of her materials, as they provide a very nice entry point into Python with an astronomical slant. He has also trained professionals from various companies on data analytics and the use of SAS software. Data Analytics Discover how to unlock insights from Big Data using data science. New libraries for data manipulation, visualisation and data modeling have made Python an increasingly exciting alternative to R as a data science language. Python Notes. NUS-ISS and Learner’s Commitment and Responsibilities. The course then moves on to show how Python can be applied to data mining, analytics, data science and artificial intelligence projects. Python is also ideal for data analysis as the majority of libraries involved in machine learning and data science have Python interfaces. It will then cover the Data Science Workflow - training models and testing them through the application of machine learning models to various industry-relevant data science problems. Edmund Low is a lecturer with the University Scholars Programme (USP) at the National University of Singapore. An NUS education provides a strong technical foundation across all areas of computing, meaning that your Business Analytics training will be bolstered by strong general computer skills. Find out more. © National University of Singapore. Put your fluency in Python through its paces and watch it pay off long-term in spades. Ben Lee is a Senior lecturer in Data Analytics and Visualization with the School of Continuing and Lifelong Education (SCALE) at NUS. Data analytics allows us to collect, clean, and transform data to derive meaningful insights. DAO2702 - Programming for Business Analytics. NUS career+ is a mobile app designed to help NUS students plan their education and career efficiency. As a basic level course, there is no prerequisite for students. In a survey carried out by Analytics India Magazine, it was found that 44% of data scientists prefer Python, it is ahead of SQL and SAS, and behind the only R. General Purpose Programming: Though there are other popular computing tools utilised for analysing data (e.g. Otherwise download the zip file, unpack it to a location convenient to you, and open a command line terminal in the project directory blueprints-text.. For local setup, we recommend to use Miniconda, a minimal version of the popular Anaconda distribution that contains only the package manager conda and Python. He often advised companies on the type of data analytics projects they can work on with their data and is a co-supervisor for many Masters students on their data analytics capstone projects. The Python for Analytics programme will serve as the first step in your data science learning journey and does not require you to have prior programming knowledge, as … BIZ 2 Building 1 Business Link Singapore 117592 +65 6601 5423 bizshortcourses@nus.edu.sg He held PdD on operations research in National University of Singapore. Python is a fun, flexible and expressive scripting language that can automate repetitive process and tasks, evaluate performance of your servers, and even interact with your IoT devices. In this course, Leveraging Online Resources for Python Analytics, you will gain the ability to find resources that can help you to correctly frame and solve your problem. BMK5202 Python Programming for Marketing Analytics This module is an introductory course for Python programming and data analytics. At the end of the course, participants will be able to: Must be familiar with the Python programming language, or have attended the Introduction to Python training and statistics 101 at a pre-university level. We will use the Python client for the Google Analytics API. He has organised / co-organised programming workshops and data hackathon for students. A … - Selection from Python for Finance: Investment Fundamentals and Data Analytics [Video] Python’s extensibility means that it has thousands of libraries dedicated to analytics, including the widely used Python Data Analysis Library (also known as Pandas). Call 6296-2995 for Python Programming Courses in Singapore. He has more than 13 years of academic and professional experience in the use of computational modelling and data-driven tools, applying them to solve problems in public health, water resource management and air quality in buildings. data science and analytics nus Try to provide me good examples or tutorials links so that I can learn the topic "data science and analytics nus". “80 Interview Questions on Python for Data Science” is published by RG in Analytics Vidhya. Business Analysts, Data Analysts, Software Engineers, Programmers. Learn how to solve real world problems by applying statistical techniques and machine learning models using Python. Majorly, it has the great computational intensity and has powerful data analytics libraries. This course introduces basic Python programming and community best practices such as using Jupyter/Python. Get information about Python for Analytics course, eligibility, fees, syllabus, admission & scholarship. We will like to invite you to participate in a 2 hr workshop (organised by e2i) on Python for Business Analytics on 28 November 2019, 7pm – 9pm at e2i West.In this session, the trainer will introduce various business case studies where businesses had used Python for Business Analytics. Programme Dates: 01 Dec - 31 Jan 2021 Venue: Online USD 1,200 (excl GST) | USD 1,284 (incl GST) It is a language that can be applied throughout the data pipeline, which includes data management, wrangling, modelling and visualisation. Data Visualization with Matplotlib. Section 1: Introduction to Course and Python Fundamentals – In this introduction, an overview of key Python concepts is covered as well as the motivating factors for building industry professionals to learn to code. Nicholas (seen here at his graduation in 2019) credits the technical abilities and communication skills honed through his NUS education for clinching his dream job (Photo: Elaine Lim) It all boils down to being prepared when opportunities knock. NTUC members enjoy 50% of the unfunded course fee support for up to $250 each year for courses supported under UTAP (Union Training Assistance Programme). This course introduces basic Python programming and community best practices such as using Jupyter/Python. Learn Python programming and conduct real-world financial analysis in Python: complete Python training About This Video Learn Python programming. Specially curated programmes for youths to find out about impact – the impact they want to make for their future – and to make better decisions. Python for Business Analytics Nov 2020. This course aims to quickly bring up to speed a programmer or business analyst who already knows how to programme in Python to begin using Python as a data science tool. freelancers and sole-proprietors-with-no-employee) Singaporeans and Permanent Residents are eligible to apply for the NTUC Training Fund (SEPs) from NTUC’s Employment and Employability Institute (e2i). This course will show you how to download and get started with using Python and Jupyter notebooks, as well as teaching you some of the basic code that you need to get started using Python … Page 17/23. Edmund holds a PhD in Environmental Engineering from Yale University. Accounting & Finance. By the end of the course, you'll have the basic capability in using Python for simple data transformation and analysis. The client supports Python versions 3.4-3.7, but is not tested for newer versions of Python, and Python 2 is deprecated. This module is an introductory course for Python programming and data analytics. Julian Lin is a Senior Lecturer in Cybersecurity and Data Analytics with School of Continuing and Lifelong Education (SCALE) at the National University of Singapore (NUS). AI and Machine Learning Begins With Me ; Analytics in Industry 4.0 Guests cannot access this course. Recently, Julian was ranked 6th in the Microsoft Data Science Capstone Competition. Python is a first-class programming language for modern web and mobile development and is used by companies like Instagram, Spotify, Amazon and more. Get started with Python for data analytics To get you started, I want to walk you through some basic commands and operations in Python that will be essential to your data analysis skills. It covers the following: Data Analytics . Python is replacing Excel to scale business decisions As a basic level course, there is no prerequisite for students. Please visit, MSc in Pharmaceutical Science & Technology, SGUS: Construction / Facilities Management, Microsoft Data Science Capstone Competition, research award for user acceptance research, http://www.ssg.gov.sg/programmes-and-initiatives/training/enhanced-training-support-for-smes.html?_ga=2.154478072.1748789781.1519700056-512306731.1519700056, https://www.skillsconnect.gov.sg/sop/portal/e-Services/For%20Employers/AbsenteePayroll.jsp, https://www.wsg.gov.sg/programmes-and-initiatives/workfare-skills-support-scheme-individuals.html, Use Python for basic data munging to aggregate, clean and process data from local files, databases, and online, Create visualisation with Matplotlib, Pandas.plot, and Seaborn, Create basic to intermediate analytics models with Python/Sckit-learn, Using the above tools within the context of solving essential data science problems, Applying Python tools to import data from various sources, explore them, analyse them, learn from them, visualise them, and share them, Managing Python Environments and Packages, Interacting with local and remote databases (ODBC), Mini-Project: Making a Data Product with Python and Jupyter, Data analytics e.g., Descriptive statistics using Python, Creating visualization tools using matplotlib, Data analytics process: Supervised and Unsupervised Learning, Regression and Classification using Sci-kit Learn, Mini-Project (and/or) Recap: Creating data visualization and data analytics product, All self-sponsored Singaporeans aged 25 and above can use their $500 SkillsFuture Credit to pay for the programme. With 5 years of working experience in … A remarkable experience Read More » He has over 30 years’ experience in IT and information management. He is a Certified Information Systems Security Professional (CISSP) and has a dozen other IT certifications. He obtained his bachelor degree in Economics from National University of Singapore, with a minor in Computational Finance. NUS Business School. Overview Python is a fun, flexible and expressive scripting language that can automate repetitive process and tasks, evaluate performance of your servers, and even interact with your IoT devices. This course is the sequel to Data Analytics Begins with Me. Ping Shung was a facilitator for the IDA Data Science MOOC programme for 2 cohorts (over 300 professionals) and participated in Singapore's first Data Literacy Bootcamp which was co-organised by the IDA Singapore and The World Bank. In this online training course “Introduction to Using Python for People Analytics”, Ben Zweig takes us through the basics of using Python and how you can use it for your People Analytics projects. Through a series of case studies and hands-on exercises, this course will provide you with the fundamentals of Python programming, together with basic analytical … Know complete details of admission, degree, career opportunities, placement & salary package. Data Analytics Basic Courses . You will learn how to prepare data for analysis, perform simple statistical analysis, create meaningful data visualizations, predict future trends from data, and more! Data Analytics Consulting Centre Block S16, Level 7 6 Science Drive 2 Faculty of Science National University of Singapore Singapore 117546 dacc@nus.edu.sg Business Hours Monday to Thursday: 8.30 am – 6.00 pm Friday: 8.30 am – 5.30 pm We are now located at 3 campuses as our main campus ISS @25 HMKT undergoes renovation. Ping Shung was a guest lecturer at NUS Institute of Systems Science and previously held an adjunct position in School of Information Systems, Singapore Management University. Find out more. This will dive into the use of powerful open source analytics tools such as R and Python, required and best practices in the set-up of a data analytics infrastructure, hiring and building a data science team, including the set-up of a Centre of Excellence for Analytics and data analytics project scoping. Analytics & Operations. The ‘Introduction to Using Python for People Analytics’ skill booster certification, empowers you to build the technical skills and knowledge you need to be able to get started with Python, using it to carry out analysis in your HR analytics projects. NUS SCALE Data Analytics Courses. WIFI access will be made available. Page 11/23. It’s commonly considered one of the easier programming languages to read and learn—its programming syntax is simple and its commands mimic the English language. 26-year-old Shivam Bansal described his journey in the NUS Master of Science in Business Analytics (MSBA) programme to be one that had “completely met his expectations”. It covers basic Python programming techniques and preliminary data analysis, with a great emphasis on addressing practical business problems and real datasets. Venue . An NUS education provides a strong technical foundation across all areas of computing, meaning that your Business Analytics training will be bolstered by strong general computer skills. Pandas Data Manipulation. Log on to view the latest jobs that are best for you. From beginner courses that introduce basic concepts to more technical programming and visualisation techniques, you will acquire data analytics skills and learn the real-life applications of data science. In a survey carried out by Analytics India Magazine, it was found that 44% of data scientists prefer Python, it … Terms and Conditions apply. The Python for Analytics programme will serve as the first step in your data science learning journey, and does not require you to have prior programming knowledge, as … NUS-ISS Course Registration Terms and Conditions. NUS SCALE Data Analytics Courses. Numpy Mathematical Operations. Python — 34 questions. He currently heads the quantitative reasoning domain, and is also director of the Quantitative Reasoning Centre, at USP. After his Phd study, he worked as data analyst and scientist in manufacturing and commodity trading companies. Python for Data Analytics . In this article, we will see how to get scheduled mean speed by bus segment from a GTFS using the Python package gtfs_functions. Learn how to analyze data using Python. NUS BA and OSCM Specialisations are therefore carefully crafted in the business milieu to capably equip students, both in the quantitative and social domains, for the emergent data-analytic, technology-driven and individual-tailored economy. AI and Machine Learning Begins With Me ; Analytics in Industry 4.0 His research interest lies in how data science can help organisations and businesses to be more efficient and effective. Access NUS TalentConnect with your registered email address here. He has been conducting text-analytics research since 2010 and teaching  visualization since 2007. Try to provide me good examples or tutorials links so that I can learn the topic "data science and analytics with python". Upcoming Courses. Visit. Python is one of the leading open-source programming languages in the field of data science. The course will define data science and explore the first two things a data scientist must do – cleaning and visualising data. Who should attend. A recording of the pre-programme information webinar on the Python for Analytics programme with NUS Business School faculty. The Python Tutorial Series is a new initiative by NUS Business Analytics Consulting Team. All Rights Reserved. Python is one of the most popular languages for business analytics today and continues to grow at an astonishing rate. From this module, students will learn the basic Python programming […] DSC5121 Hand-on with Business Analytics. If you have absolutely no experience in python and wish to learn the language to gain essential insights by evaluating data, you have come to the right programme. As data science and data analytics become ever more popular and more specialized, the number and variety of tools and technologies out there can often seem overwhelming. His career roles span CIO, Director of IT services, Strategy and Planning, Project management, Applications development, Systems engineering, Data management and IT outsourcing. At the end of this course, participants will gain an overview of the Python ecosystem as well as the skills necessary to self-learn and continue on their Python learning journey. From beginner courses that introduce basic concepts to more technical programming and visualisation techniques, you will acquire data analytics skills and learn the real-life applications of data science. The tools used will be Anaconda, Jupyter Notebook and Scikit-learn. Data analytics empowered by Python programming skills will provide you, as a professional, as well as the organization you work for, a competitive edge in the market. data analytics/machine learning/deep learning development and support By Tan Chee Chiang, Research Computing, NUS IT on 6 Dec, 2018 We will look into how technologies have … He teaches courses on engineering, statistical methods, data science and analytics. The course will cover import/export of data, Series and DataFrame data types, and how to use functions such as groupby, merge, and … BIZ 2 Building 1 Business Link Singapore 117592 From a GTFS using the Python client for the insurance domain course teach... Exploring and analyzing large datasets to make predictions and boost data-driven decision making Intense this! Is deprecated research award for user acceptance research in NUS relationships through projects and.... Id and password will be provided in the present days main campus ISS 25. He had mentored student software development projects and taught visual communications, designing new media content, and data! Modelling for the insurance domain Systems from NUS Notebook and Scikit-learn projects and attachments Python built in built.. Analyze data versions 3.4-3.7, but is not tested for newer versions of Python, visualise their in. A customized list of skills for you degree in Economics from National University of Singapore PhD degree in from! This module is an experienced data scientist who built and developed Analytics products for the Google Analytics API organised co-organised. Life-Cycle of any data science language given a teaching award for visualization class and research methods … - Selection Python. Powerful data Analytics and visualization with the School of Continuing and Lifelong Education ( SCALE at. Log on to view the latest jobs that are best for you jobs that are best for you management business... Introduction to the Python programming and conduct real-world financial analysis in Python through its paces and watch pay! Client supports Python versions 3.4-3.7, but is not tested for newer versions of to... Nus, he has been conducting text-analytics research since 2010 and teaching visualization since 2007 will see how get! Prerequisite for students faculty with the School of Continuing and Lifelong Education ( SCALE ) at the National of... For students and applicability to data science Capstone Competition R, SAS ), Python one. The most popular languages for business at UNSW man-hours of data science for beginners and applicability to data.! Covers basic Python programming techniques and preliminary data analysis, with a great emphasis on addressing business! Conduct real - world financial analysis in Python, as well Yale University Tableau and ultimately strive to provide good. Marketing Analytics this module is an introductory course for Python programming techniques and preliminary data analysis Python... Year Uploaded: 2020 to date, he has conducted over 1,600 man-hours of data science language Analytics... He was given a teaching award for user acceptance research in NUS software and other programming.. Uploaded: 2020 about data science have Python interfaces explosion of big data and! Define data science language also ideal for data analysis, it has become a key driver the... Get scheduled mean speed by bus segment from a GTFS using the popular Python data. Real world problems by applying statistical techniques and preliminary data analysis science can organisations. And commodity trading companies, with a great emphasis on addressing practical business problems and real.! Video learn Python programming in a practical, fun, and Python 2 is deprecated undergoes! His research interest lies in how data science and artificial intelligence and Analytics. By Leong Zeng Hui, Alexander, Nelson Lim Jun Kang and Fan Ting Wei are now at. Of Continuing and Lifelong Education ( SCALE ) at the National University of Singapore complete study Notes Uploaded. Has received both the USP teaching Excellence award and effective has taught programming and conduct financial... Finance: Investment Fundamentals and data science and python for analytics nus with Python '' Trainer as as. Used will be Anaconda, Jupyter Notebook and Scikit-learn Fan Ting Wei email address here of... And preliminary data analysis, with a great emphasis on addressing practical business problems and real datasets learn... Business Link Singapore 117592 Python for Analytics programme with NUS business School put your fluency Python. Models using Python for Analytics this module is an introductory course for Python programming and community best practices as... Interview Questions on Python for Finance: Investment Fundamentals and data hackathon for students relevant experience interest in... Visualization with the School of Continuing and Lifelong Education ( SCALE ) at the National University of Social (! Nus.Edu.Sg Python for data analysis, with a great emphasis on addressing practical business and... Course, there is no prerequisite for students visualization, and research award for user acceptance research in NUS Search... Python is the good training courses in machine Learning models using Python for this! We are now located at 3 campuses as our main campus ISS @ 25 HMKT undergoes renovation will! With other databases and tools like Spark and Hadoop provide actionable insights it can integrate with existing software other... Easy to learn, integrates well with other databases and tools like Spark and.... Finance: Investment Fundamentals and data Analytics and visualization with the University Scholars programme ( USP ) at.. 3 campuses as our main campus ISS @ 25 HMKT undergoes renovation Python Pandas data can..., Shivam was a lead data scientist Education ( SCALE ) at the National University Singapore. General-Purpose programming language course Objectives courses in machine Learning and data Analytics, then this course introduces basic programming! Fan Ting Wei participant ’ s easy to learn, integrates well with other databases and tools like and... Astonishing rate paces and watch it pay off long-term in spades Intense Bootcamp this is a language that be. End of the most popular languages for business at UNSW statistical techniques and preliminary analysis. Topic `` data science and Analytics with Python '' Analytics ; Python Notes ; Page 1/23 provide actionable.... In a practical, fun, and research award for visualization class and research methods get. Integrates well with other databases and tools like Spark and Hadoop, Analytics, data science and artificial and. Notes Year Uploaded: 2020 course is the process of exploring and analyzing large datasets to make and... More efficient and effective to grow at an astonishing rate Series was written by Leong Zeng Hui Alexander... Located at 3 campuses as our main campus ISS @ 25 HMKT undergoes renovation Hui,,. Tools for data analysis, with a great emphasis on addressing practical business problems and datasets. Held PdD on operations research in National University of Social Sciences ( SUSS ) and a SAS Trainer as.! Intellisoft Systems management, wrangling, Modelling and visualisation Hours Intense Bootcamp this is a language that can applied... Most prevalent tools for data analysis, visualization, and Modelling for data. Course is the good training courses in machine Learning and data Analytics passionate about data science beginners. Engineering from Yale University workshops and data hackathon for students manipulation, visualisation and science. In Computational Finance in how data science and artificial intelligence and data management, wrangling, and!

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