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Data Science Certification Training in Singapore

Data Science Certification Training Courses in Singapore from GangBoard is helpful for the working professionals and enable to work on real-world assignments in Data Science topics which are Python, Hive, Matlab, Deep Learning, R, along with SQL, SAS, Excel, and many more. Through this real time environment and case studies, you can easily get hand-on experience on Deep Learning, statistics, Tensorflow Machine Learning, Artificial Intelligence. Using this Data Science courses, an individual will have the ability to manage and analyze high dimensional data on various fields. The different fields that make use of Data Science are Gaming, Healthcare, Internet Search, Image recognition, Airline Routing, and Risk Detection. The entire staffs over here give a strong foundation on statistical analysis and work effortlessly on worksheets and dashboards. More than 100 companies are contacting GangBoard for successful Data Science services and tie-ups with those companies are helping the candidates for placement. A smooth transition of a beginner to an expert level of Data Science is possible if completing the certifications Data Science Professional, Data Science and Statistics, Deep Learning Certification, and Master of Computer Science in Data Science. The average salary for a Data Scientist would start from 7 lakhs per annum and it differs for each company.
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About Course

Data Science Training Courses in Singapore are the boosting ones for every individual who are looking for a great career with good compensation. Data Science courses from GangBoard is ranked one as the courses are very rich in quality. The courses handled by the team are Data Science foundation, Statistics Methods, CRM, Analytical Techniques (Data Mining, Machine Learning, Predictive Modeling), Domain Exposure (Analytics on Finance, Risk, Marketing, Retail, Logistics), Python Tools, Tableau, and SAS. Get ready to build a remarkable Data Science & Analytics profile.

What you will learn in this Data Science Training in Singapore?

Data Science Training Institute in Singapore has a set of learning ideas and concepts which is taken care by a huge professional. Be aware that Data architects and Data Scientist are one of the top paid roles currently. So, it is good to learn various topics in the related field. Below are the learnings that you get from this powerful Data Science Training squad.

  • Learn the programming languages such as Java, R, Python and few more
  • Database knowledge on Postgre, Oracle, NoSQL, MySql, MongoDB
  • How to gather and analyze data
  • Process to view the data with the help of plots, graphs, ranking, time series, and deviation
  • How to generate data
  • Dealing with large and complex data sets
  • Knowledge on statistical modeling and algorithms

Objectives of Data Science Course in Singapore

Data Science courses in Singapore objective is to provide the top training on Data Science courses. Upon successful course completion, you will easily become a mater in Data Science subject without any prior knowledge on coding. Anyone can easily solve the critical business issues by using the techniques of Data Science. The major objectives of Data Science course in Singapore are listed below:

  • Identify and evaluate the requirement of a company for a Data Science task
  • Enable to gather and manage the data
  • Provide knowledge on how to apply and assess models to develop solutions
  • Teach how to interpret data science analysis result
  • Afford all the possible methods to communicate Data Science related information effectually in numerous formats
  • Help in valuing and protecting the moral use of data in various aspects
  • Train with the process of transforming findings from data into actionable business policies

Who should attend this Data Science Certification Course in Singapore?

Data Science Certification Course in Singapore is increasing the count of Data Scientist as the demand is high in various companies. In order to address the shortage of Data Scientists, GangBoard has put together an business related courses. The course is intended to provide a broad understanding on both basic and advanced concepts. Below is the list of people who can attend this Data Science Certification course in Singapore:

  • Developers
  • Analytic Managers
  • Business Analyst
  • Information Architects
  • ‘R’ Professionals

What are the prerequisites for learning Data Science Training Course?

Data Science training in Singapore is holding the required factors to teach an individual on Data Science course. Whoever joins the course GangBoard courses can simply enter the class without any prior experience and pre-requisites. Just a basic knowledge on ‘R’ can help you to grab the concepts quickly and easily. Mandatory requirements are none.

What are the Data Science job opportunities in Singapore?

Data Science Training in Singapore is perfectly creating a wonderful career for both freshers and experiences candidates. Online classes and classroom training are helping everyone of this institute to get a great job in a top-rated company. Below are the job opportunities in Singapore for the Data Scientist role:

  • Data Scientist
  • Data Architect
  • Data Analyst
  • Business Analyst
  • Data Manager
  • Business Intelligence Manager
  • Data Administrator

Data Science Certification Training in Singapore Syllabus

During the data science online course, you will master several machine learning concepts like the Decision Tree, Random Forest, Gradient Boosting, Boosted Trees K-mean Clustering, and Naïve Bayes using Python. Gangboard has two types of online course available that the student can choose from – one to one training and online classroom. A student can choose from the two courses depending on their requirement. The price for the one to one curse is the cheapest in the world, yet the tutors are of very high quality.

Introduction to R

  • What is R?
  • Why R?
  • Installing R
  • R environment
  • How to get help in R
  • R Studio Overview

Understanding R data structure

  • Variables in R
  • Scalars
  • Vectors
  • Matrices
  • List
  • Data frames
  • Cbind,Rbind, attach and detach functions in R
  • Factors
  • Getting a subset of Data
  • Missing values
  • Converting between vector types

Importing data

  • Reading Tabular Data files
  • Reading CSV files
  • Importing data from excel
  • Loading and storing data with clipboard
  • Accessing database
  • Saving in R data
  • Loading R data objects
  • Writing data to file
  • Writing text and output from analyses to file

Manipulating Data

  • Selecting rows/observations
  • Rounding Number
  • Creating string from variable
  • Search and Replace a string or Number
  • Selecting columns/fields
  • Merging data
  • Relabeling the column names
  • Data sorting
  • Data aggregation
  • Finding and removing duplicate records

Using functions in R

  • Apply Function Family
  • Commonly used Mathematical Functions
  • Commonly used Summary Functions
  • Commonly used String Functions
  • User defined functions
  • local and global variable
  • Working with dates

R Programming

  • While loop
  • If loop
  • For loop
  • Arithmetic operations

Charts and Plots

  • Box plot
  • Histogram
  • Pie graph
  • Line chart
  • Scatterplot
  • Developing graphs
  • Cover all the current trending packages for Graphs

Machine Learning Algorithm

  • Sentiment analysis with Machine learning
  • C 5.0
  • Support vector Machines
  • K Means
  • Random Forest
  • Naïve Bayes algorithm

Statistics

  • Correlation
  • Linear Regression
  • Non Linear Regression
  • Predictive time series forecasting
  • K means clustering
  • P value
  • Find outlier
  • Neural Network
  • Error Measure

Leading Topics

  • Overture of R Shiny
  • What is Hadoop
  • Integration of Hadoop in R
  • Data Mining using R
  • Clinical research preface in R
  • API in R (Twitter and Facebook)
  • Word Cloud in R

Upcoming Batches

Start Date End Date Time (EST) ( UTC -5) Day
25 Oct 2019 22 Nov 2019 (09:30 PM - 11:00 PM) Fri,Sat
26 Oct 2019 23 Nov 2019 (09:30 AM - 11:00 AM) Sat,Sun
28 Oct 2019 25 Nov 2019 (09:30 PM - 10:00 PM) Mon-Fri
29 Oct 2019 26 Nov 2019 (11:00 AM - 11:30 AM) Tue-Sat
29 Oct 2019 26 Nov 2019 (09:30 AM - 10:00 AM) Tue-Sat

Data Science Certification Training in Singapore Reviews

FAQ

Detailed installation of required software will be displayed in your LMS. Our support team will help you to setup software if you need assistance. Hardware requirements need to be fulfilled by participants.

No worries. It might happen. We will reschedule the classes as per your convenience within the stipulated course duration with all such possibilities. And if required you can even attend that topic if any other live batches.

Top-notch professionals in that field who understands how to convey things in technical as well as subject matter experts.

We offer this course in “Live Instructor-Led Online Training” mode. Through this way you won’t mess anything in your real-life schedule. You will be shared with live meeting access while your session starts.

You can get a sample class recording to ensure you are in right place. We ensure you will be getting complete worth of your money by assigning a best instructor in that technology.

We are absolutely loved to talk in-person about group training (or) corporate training. So, please get in touch with our team through “Quick Enquiry”, “Live Chat” or “Request Call-back” channels.

Payments can be made using any of the following options and a receipt of the same will be issued to you automatically via email.

  1. Visa Debit Card / Credit Card
  2. American Express
  3. Master Card, Or
  4. PayPal

You can reach us through +91-9707 250 260 / +1-917 410 5449. Or you can share your quires through enq@gangboard.com. Estimated turnaround time will be 24 hours for emails.

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GangBoard 5 Star Rating: Recommended 5 out of 5 based on 1456 ratings.