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HRDF Approved Training Provider in Malaysia - Modular Fast Track Skill-Based Trainings

Advanced R Data Analysis Training

This is an extension of the R Statistics Essential Training. R is a software package that provides a language and an environment for data manipulation and statistics calculation. This course will go through some advanced data analysis concepts techniques such as data extraction, data pre processing, data visualization, data modeling and finally data presentation

Topics include:

  • qqplots for data visualization
  • download data from file or web
  • data analysis using regression
  • data analysis using clustering
  • data analysis using classification
  • shiny for data presentation

 

HRDF SBL Claimable for Employers Registered with HRDF

HRDF claimable

Course Code: M043

Course Booking

MYR880.00

Course Date

Course Time

* Required Fields

Course Cancellation/Reschedule Policy

We reserve the right to cancel or re-schedule the course due to unforeseen circumstances. If the course is cancelled, we will refund 100% to participants.
Note the venue of the training is subject to changes due to class size and availability of the classroom.
Note the minimal class size to start a class is 3 Pax.


Course Details

Module 1: R Data Analysis Packages

  • Data Analysis Components
  • Data Analysis Steps
  • R Data Analysis Packages

Module 2: Obtaining Data

  • Reading Data from CSV file
  • Reading Data from JSON file
  • Reading Data from XML file
  • Reading Data from Web
  • Reading Data from APIs

Module 3: Data Exploration and Cleaning

  • Exploring data
  • Imputing missing data
  • Dealing with Outliers

Module 4: Data Preprocessing

  • Selecting columns and rows
  • Calculated columns
  • Arranging data
  • Chain operations
  • Joins
  • Summarize and group by

Module 5: Data Reshaping

  • Splitting and merging columns
  • Rearranging and reorienting columns

Module 6: Data Visualization

  • ggplot2 syntax and analysis

Module 7: Advanced Analysis (optional)

  • Map function
  • User defined functions & logical testing
  • pmap function

Who Should Attend

  • Data Scientists
  • Data Analysts
  • Marketeers

Prerequisite

Prerequisite

This is a intermediate courser. Participants should have basic knowledge on the following subjects:

  • R

Software Requirement

Pls download and install the following software prior to the class

Trainers

R TrainerDr. Zahra Nazemi has PhD in mathematical statistics from Universiti Putra Malaysia. Her research interests are applied statistics, medical statistics, Bayesian statistics, statistical inference and Software R. She has worked as lecturer in different universities more than 4 years. She also consulted and worked on assignments for parametric and non-parametric analysis, univariate and multivariate regression analysis in various areas such as medical, economics and psychology. Her other skills are knowledge of research methodology, extensive experience with SPSS, AMOS, R and MINITAB and writing and presenting reports. Moreover, she conducted special training program in mathematical programming including optimization, advanced multivariate data analysis, and simulation techniques

Data Science TrainerDr. Aanand Verma is a Full Stack Data Scientist who once had a torrid love affair with Physics. He has consulted and published in the area of Public Health, Electricity Markets, Telecom, BFSI, Advertising & Communication Strategies and Digital & Social Media Technologies. He has worked on assignments with international agencies such as International Monetary Fund, World Bank, Royal Netherland Embassy etc. besides MNCs like Tata Consultancy Services, Kie Square Consulting and several government organizations of national importance.

He regularly conducts general training programs in Python (Pandas, NumPy, SciPy, Matplotlib, Bokeh), R (dplyr, rstanarm, knitR, ggplot2), Data Visualization (Tableau, D3.js) and Machine Learnng (Reinforced Learning, Scikit Learn) and specialized training programs on Structural Equation Modeling and SAP Hana.

He holds a doctorate in Operations Research from Indian Institute of Management Ahmedabad and a post graduate in Physics from University of Mumbai. He has advanced training in mathematical programming including optimization, advanced multivariate data analysis, and simulation techniques. When he is not teaching or consulting he can be found meditating or heading for an adventurous trek.

R Statistics TrainerMostafa has more than 5 years’ experience in teaching mathematics and statistics. His main teaching interests are statistical topics such as descriptive analysis and basic data modeling, regression analysis, design of experiment, non-parametric methods, and statistical software such as SAS, R, SPSS, and Minitab. He has started computer programming using visual basics and C++ around 15 years ago, and he has more than 10 years’ experience in programming using R.

R Trainer Dr. Ghazaleh Babanejad has received her Ph.D from University Putra Malaysia in Faculty of Computer ‎Science and Information Technology. She is working on recommender systems in the ‎field of skyline queries over Dynamic and Incomplete databases for her PhD thesis. She is also working ‎on Data Science field as a trainer and Data Scientist. She worked on Machine Learning and Process ‎Mining projects. She also has several international certificates in Practical Machine Learning (John ‎Hopkins University) Mining Massive Datasets (Stanford University), Process Mining (Eindhoven ‎University), Hadoop (University of San Diego), MongoDB for DBAs (MongoDB Inc) and some other ‎certificates. She has more than 5 years of experience as a lecturer and database administrator.

R TrainerJatin Solanki has over 10 years of experience in advanced analytics, business intelligence & corporate strategy. He has worked in insurance, eCommerce (internet), Travel, Consulting & FMCG. He is well-versed in R, SPSS, PSPP, Python, SAS enterprise miner, Knime, Matlab, Rapidminer, Google analytics, Adobe marketing cloud, Database knowledge: mySQL, SQL, Postgres, Mongodb Business intelligence knowledge: Tableau, Qlikview, Cognos. He has expertise in Web analytics, Management finance reporting, Financial modelling.

R Statistics TrainerSultan Maideen has over 8 years of experience in Business Intelligence with Predictive Analytics and Data Visualization. His colleagues regard him as a self-motivated thought leader in building governed self-service BI/Analytical models in Tableau, QlikView, MicroStrategy, and Power BI.

He specializes in enhancing the quality of business strategy and helping companies improve top-line & bottom-line by devising creative solutions & managing stakeholders’ expectations successfully.

R TrainerTarun Sukhani is an IT executive, educator, author, speaker, data scientist, security expert, agile coach, polyglot coder, and entrepreneur with over 19 years of combined professional experience both in the U.S. and internationally. As a seasoned veteran, my expertise lies in leading teams in the design and delivery of highly scalable, concurrent, and performant enterprise software solutions with budgets of up to $100 million. I am particularly adept at building productive, self-managing agile teams with predictable velocities and delivery timeframes.

Tarun Sukhani is skilled in all phases of the SDLC/ALM, with a solid foundation in Agile (XP, SAFe, Lean, Scrum, Kanban, and Scrumban) and traditional (PMI and PRINCE2) project management frameworks and methodologies.

He is proficient in Big Data/Data Science: Hadoop, Pig, Hive, HBase, Spark, R/Rattle, Cassandra, YARN, Zookeeper, Mahout, SimpleCV, OpenCV

Data Science Trainer Jason Lim is native of Kuala Lumpur, Malaysia; studied Bachelor’s Degree in Accounting and Finance from the London School of Economics Program, University of London. Raised in a typical Chinese family with entrepreneurial business background that is involved in manufacturing and real estate development.

He worked as an Executive at the Asset and License Management Department in Standard Chartered, Malaysia; promoted to Data Analyst six months later. Later joined Tune Hotels Regional Services, a hotel management and hotel chain operator; served as Senior Revenue Executive. Served as Research Analyst with Wealth-X, a company that provides prospecting, intelligence and wealth due diligence on ultra-high net worth individuals.;

Thereafter served as Senior Data Analyst with Xchanging Malaysia, a joint venture between Xchanging and YTL Communications to develop and deliver enhanced mobile internet and cloud-based hosting offerings in Malaysia. Worked as Senior Data Analyst with GoQuO, a full service e-commerce solutions provider to airlines and OTAs. Currently serving as Senior Data Analyst at iProperty.com Malaysia, an property website in several Asian countries.

Community Organizer of Big Data Malaysia, a professional network for individuals with interest in all aspects of Big Data, and Member of the Founder Institute for Malaysian Chapter, the world’s largest entrepreneur training and startup launch program.

Customer Reviews (6)

Will RecommendReview by Marini
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To improve in terms of deliverable (more easy to understand) (Posted on 7/18/2017)
Will RecommendReview by Fiza Abdul Rahim
1. Do you find the course meet your expectation?
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It would be better if we can invite the speaker to share her knowledge at our university. (Posted on 7/17/2017)
Might RecommendReview by Shaiful
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not to conduct on Friday of which Muslim need to have longer break during lunch hour for Friday prayers. (Posted on 7/17/2017)
Will RecommendReview by Dwight Fonseka
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More examples of visualization techniques (Posted on 10/21/2016)
Will RecommendReview by Xin Chen
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Nil (Posted on 10/21/2016)
Will RecommendReview by Lee Chui Teng
1. Do you find the course meet your expectation?
2. Do you find the trainer knowledgeable in this subject?
3. How do you find the training environment
Nil (Posted on 10/21/2016)

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