Data Science Course in Singapore (128 Courses Bundle with Certification)

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Python Data Scientist Courses (18 Courses)

Python Data Scientist Projects (6 Projects)

R Programming Data Scientist Courses (12 Courses)

R Programming Data Scientist Projects (11 Projects)

SAS Data Scientist Courses (9 Courses)

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What you get in this Data Science Course in Singapore?

Online Classes

Technical Support

Mobile App Access

Case Studies

About Data Science Course in Singapore

Course		No. of Hours
Machine Learning with SciKit-Learn in Python		8h 46m
Projects on ML - Predictive Modeling with Python		9h 44m
Matplotlib for Python Developers - Beginners		4h 24m
Matplotlib for Python Developers - Intermediate		2h 6m
Matplotlib for Python Developers - Advanced		6h 5m
Pandas with Python Tutorial		6h 05m
NumPy and Pandas		5h 07m
Project on Pandas - Data Management for Retail Dataset		4h 18m
Project on Python - Sentiment Analysis		1h 08m
Data Science with Python		4h 22m
Artificial Intelligence with Python		6h 36m
Video Analytics Using Opencv and Python Shells		2h 21m
Machine Learning using Python		3h 35m
Statistics for Data Science using Python		3h 56m
Project on Tensorflow - Implementing Linear Model with Python		1h 49m
Project - Data Analytics with Data Exploration Case Study		5h 15m
Project on ML - Random Forest Algorithm		1h 31m
Seaborn - Beginners		2h 34m
Seaborn - Intermediate		1h 22m
Seaborn - Advanced		1h 6m
PySpark - Beginners		2h 33m
PySpark - Intermediate		2h 16m
PySpark - Advanced		1h 21m
Machine Learning with Python Project - Predict Diabetes on Diagnostic Measures		1h 07m
R Studio UI and R Script Basics		4h 9m
R Programming for Data Science \| A Complete Courses to Learn		6h 22m
Project - Logistic Regression with R		4h 25m
Project - Decision Tree Modeling using R		1h 45m
Project on ML - Churn Prediction Model using R Studio		1h 25m
Financial Analytics in R - Beginners		3h 53m
Financial Analytics in R - Intermediate		1h 32m
Financial Analytics in R - Advanced		1h 4m
R for Finance - Beginners to Beyond		2h 18m
Comprehensive Course on R		4h 1m
Project on R - Forecasting using R		4h 28m
Project - Fraud Analytics using R & Microsoft Excel		2h 37m
Project - Marketing Analytics using R and Microsoft Excel		3h 32m
Machine Learning with R		20h 21m
Projects on R and Tableau - Customer Analytics		2h 11m
Projects on R and Tableau - Pricing Analytics		2h 06m
Business Analytics using R - Hands-on!		16h 11m
Project - Market Basket Analysis in R		39m
Project - Hypothesis Testing using R		3h 13m
Data Visualization with R Shiny - The Fundamentals		44m
Data Science with R		5h 8m
R Studio Anova Techniques Course		2h 18m
SAS Business Analytics for Beginners		10h 59m
Project on SAS - Predictive Modeling with SAS Enterprise Miner		9h 47m
Project on SAS - Quantitative Finance		3h 32m
SAS Statistics		8h 33m
SAS Output Delivery System(ODS)		9h 09m
SAS PROC SQL		14h 14m
SAS Macros Tutorials		7h 38m
Project on SAS - Advanced Analytics		12h 34m
Project on SAS - SAS Graph		2h 12m
Project on SAS - Programming using SAS DS2		5h 2m
SAS Advanced Project - SAS SQL		3h 03m
SAS Advanced Project - Macros		5h 12m
SAS Advanced Programming		11h 28m
Project on SAS - Categorical Data Analysis		7h 26m
Certified SAS Base Programmer		12h 48m
SAS Features for Starters		1h 54m
SAS PROC SQL Features		1h 53m
Big Data and Hadoop Training \| Online Hadoop Course		2h 5m
Hadoop Architecture and HDFS		6h 24m
MapReduce - Beginners		3h 39m
MapReduce - Advanced		5h 01m
Hive - Beginners		2h 55m
Hive - Advanced		5h 2m
PIG - Beginners		2h 15m
PIG - Advanced		2h 14m
NoSQL Fundamentals		2h 04m
Mahout		3h 55m
Apache Oozie		2h 18m
Apache Flume		20m
Apache Storm		2h 7m
Apache Avro		26m
Apache Spark - Beginners		1h 52m
Apache Spark - Advanced		5h 27m
Splunk Fundamentals		8h 44m
Splunk Advanced 01 - Knowledge Objects		9h 46m
Splunk Advanced 02 - Administration		37h 54m
Project on Hadoop - Sales Data Analysis		47m
Project on Hadoop - Tourism Survey Analysis		55m
Project on Hadoop - Faculty Data Management		35m
Project on Hadoop - E-Commerce Sales Analysis		36m
Project on Hadoop - Salary Analysis		49m
Project on Hadoop - Health Survey Analysis using HDFS		57m
Project on Hadoop - Traffic Violation Analysis		1h 28m
Project on Hadoop - Analyze Loan Dataset using PIG/MapReduce		2h 38m
Project on Hadoop - Case Study on Telecom Industry using HIVE		2h 4m
Project on Hadoop - Customers Complaints Analysis using HIVE/MapReduce		53m
Project on Hadoop - Social Media Analysis using HIVE/PIG/MapReduce/Sqoop		3h 37m
Project on Hadoop - Sensor Data Analysis using HIVE/PIG		4h 31m
Project on Hadoop - Youtube Data Analysis using PIG/MapReduce		3h 07m
Hadoop and HDFS Fundamentals on Cloudera		1h 26m
Project on Hadoop - Log Data Analysis		1h 33m
SPSS GUI and Applications		1h 16m
Project on SPSS - Correlation Techniques		2h 25m
Project on SPSS - Linear Regression Modeling		3h 16m
Project on SPSS - Multiple Regression Modeling		2h 35m
Project on SPSS - Logistic Regression		2h 04m
Project on SPSS - Multinomial Regression		2h 2m
SPSS GUI for Statistical Analysis		2h 08m
Tableau		5h 19m
Projects on BI Tools and Tableau Analytics		5h 48m
Business Intelligence with Tableau		5h 47m
Tableau Features Hands-on!		5h 47m
Project on Tableau - Super Store Business Requirements		46m
Analytics using Tableau		9h 03m
Statistical Analysis using Minitab - Beginners to Beyond		4h 29m
Minitab GUI and Descriptive Statistics		2h 48m
ANOVA in Minitab		53m
Correlation Techniques in Minitab		2h 21m
Project on Minitab - Regression Modeling		9h 54m
Minitab Predictive Modeling using Excel		56m
MATLAB - Beginners		2h 7m
MATLAB - Intermediate		47m
MATLAB - Advanced		4h 9m
Oracle SQL		18h 6m
Oracle PLSQL		13h 21m
Oracle DATABASE Admin DBA 1 Course		9h 45m
Machine Learning with Tensorflow		13h 18m
Hands-on Deep Learning Training		11h 34m
Project - Exploratory Data Analysis EDA using ggplot2, R and Linear Regression		2h 08m
Project on R - HR Attrition and Analytics		2h 52m
Project - Logistic Regression using SAS Stat		4h 33m
Project - Linear Regression in Python		2h 15m
Project on Python Data Science - Predicting the Survival of Passenger in Titanic		2h 11m
Project on R - Card Purchase Prediction		2h 31m
Project on Machine Learning - Develop Movie Recommendation Engine with Python		53m
Employee Attrition Prediction using Random Forest Technique and R		2h 2m
Project on Term Deposit Prediction using Logistic Regression CART Algorithm		1h 43m
Poisson Regression Project using SAS Stat		2h 26m
Machine Learning Project using Caret in R		1h 6m
Forecasting the Sales using Time Series Analysis in Python		2h 29m

Course Name	Data Science Course in Singapore
Deal	You get access to all videos for the lifetime
Hours	632+ Video Hours
Core Coverage	You get to learn data science using R, Python, Machine Learning, Artificial Intelligence, Big data & Hadoop, Predictive Modeling, Business Analytics, Data Visualization, and other areas under Data Science.
Course Validity	Lifetime Access
Eligibility	Anyone serious about learning data science and wants to make a career in analytics
Pre-Requisites	Basic knowledge of data and analytics
What do you get?	Certificate of Completion for the course
Certification Type	Course Completion Certificates
Verifiable Certificates?	Yes, you get verifiable certificates for each76 course, 60 Projects with a unique link. These link can be included in your resume/Linkedin profile to showcase your enhanced skills
Type of Training	Video Course – Self Paced Learning
Software Required	None
System Requirement	1 GB RAM or higher
Other Requirement	Speaker / Headphone

Data Science Course in Singapore Curriculum

This Data Science Course in Singapore is entirely constructed to encounter the present-day requirements of the IT sector to become a proficient Data Science Expert. Transforming your career path to become a Data Scientist combines business, statistics, analysis, and programming techniques. A Data Science Professional needs to perform certain tasks which can be sequenced as following – collecting data, preparing the data, analyzing it, evaluation of the results incurred, building the model, testing the model, followed by deployment and optimization of the model. The course is sliced into units that typically teaches Python initially in the course. It’s a combo of ML (Machine Learning) and Statistical techniques used in Python which will help interpret and analyze complex data easily. Also, you would go through the multiple libraries present as part of Python being utilized for analyzing data such as Pandas and NumPy for data manipulation and performing scientific computing respectively. Further adding to this, you will also learn Plotly, Matplotlib, and Seaborn (i.e. for plotting) as well as the concept of visualization from the perspective of python. Digging further you will be supplied with an outline of ML libraries needed for constructing a neural network, Scikit-learn & Data preprocessing.

Further, also, you will get to know about R Language, a programming paradigm that is crucial due to its ingeniousness in the statistics field. We will get deep inside the topics like predictive modeling, visualization, and statistical analysis in R Programming Language. The course adds the working experience of analysis software like SAS used by most of the big companies. It’s easy and simple to absorb and typically similar to SQL. It also includes hands-on and practicals based on live projects in SAS clubbed with examples. These live projects make it handy for yourself to make all the learning and concepts to blend inefficiently.

Further, you will go through learning Hadoop since it is the need of the hour as, with the advent of the IT age, the need to store, interpret and organize large chunks of data has become very important. Nowadays, there are multiple tools present for analyzing the data such as Matlab, SPSS, Splunk, Minitab, and Tableau. In this Data Science Course in Singapore, you would get to know all the experience understanding needed to learn these tools supplied with working projects on Big Data for real-time scenarios. With the completion of this course, you will become a full-fledged Data Scientist.

Data Scientist Course – Certificate of Completion

What is Data Science?

Data Science is typically viewed as talking of complicated models, their visualizations, and explorations but rather it is about utilizing the data in various ways such that it can be used for various purposes in your organization. Now, these purposes can be visualized in many ways such as- data products, recommendations, and insights. Nowadays, the main use of Data Science in an organization is for making the appropriate decisions, for carrying out pattern recognition as well as predictive analysis. So, the main role of a Data Science Professional in a firm is solving real organizational problems. This Data Science Course in Singapore helps you in mastering various modules like data models, data analysis, Artificial Intelligence, Data Visualizations, and many more. This course will provide you training as well as certification with experience on various real-time working projects in banking, finance, e-commerce, etc.

Industry Growth Trend

The overall data science platform market is expected to grow from USD 19.58 billion in 2016 to USD 101.37 billion by 2021, at a CAGR of 38.9% from 2016 to 2021.
[Source - MarketsandMarkets]

Average Salary

Average Salary$120,301 per year

The average salary for a Data Scientist is $120,301 per year in the United States.
[Source - Indeed]

Which skills you will learn in this course?

This is a full-package of becoming a successful Data Science Professional that supplies you with a brief explanation of various modules in Data Visualization, Data Analytics, and Data Science. All the topics introduced in this Data Science Course in Singapore delivers the toolkit that you will require to become a Data Science Expert specifically in some programming languages like- Python and R.

Pre-requisites

- Data Science Module for Python – It comprises of NumPy, Pandas, Data Management, Machine Learning with SciKit, Python Shells & Opencv, Matplotlib for Video Analytics, Predictive Modeling, Sentiment Analysis, Seaborn, PySpark, etc.
- Data Science Module for R – It comprises of Decision Tree Modeling, Marketing Analytics, Financial Analytics, Logistic Regression, R Script Basics & R Studio UI, Churn Prediction Model, etc.
- Data Science Module for SAS– It comprises of programming with SAS SQL & SAS DS2, SAS PROC SQL, Predictive Modeling, SAS Business Analytics, SAS Output Delivery System(ODS), SAS Enterprise Miner, etc.
- Data Science Module for Hadoop– It comprises of PIG, Hive, Apache Spark, Apache Storm, Apache Flume, Apache Oozie, Apache Avro, MapReduce, NoSQL Fundamentals, HDFS & Hadoop Architecture, etc.
- Matlab, Splunk, Minitab, Splunk, Tableau, SPSS

Ideal learners for this Data Science Course in Singapore are determined learners possessing :

The eagerness in the field of Data Science, Artificial Intelligence, and Machine Learning.
No earlier experience is needed. This training is designed in such a way like first it covers all the basics concepts then goes on.
The will of striking with equitable questions.
Will to strike their minds with new methods to decode a particular not-so-common business problem and also able to detect problems in prior and take actions accordingly.
Ability to communicate well to inform the outcomes of the findings in the correct way.
Basic Excel knowledge is required. It is helpful when you play with a big amount of data.
Knowledge of common maths operations. If you have regard in maths, it is helpful for you while going through this Data Science course.

Target Audience

Beginners – Individuals having a keen interest in studying Data science subjects can go for this online training to have hands-on experience in the field. It is also helpful for anyone who seeks to path his/her career in the field of Data Science.
Students – Scholars pursuing a degree or diploma in the field of Data Science and want to acquire added knowledge can opt for this Data Science Course in Singapore.
Professionals – Developers, Professionals in Business Intelligence and Big Data, Information Architects, Business Analyst, Statisticians, looking to grasp Predictive Analytics, Machine Learning, and also those thinking about taking up the roles such as Data Scientist & Machine Learning experts very soon.

Data Science Course in Singapore – FAQ’s

Why should you go to learning Data Science?

Being a hot conversation topic in the market, Data Science is the field where individuals need to focus to make their career shine and also scholars or workaholics having the understanding and proficiency on technologies for data management such as Machine learning, Big Data, Hadoop, etc. opting for this Data Science Course in Singapore will add a bonus to his/her career.

What are the roles or jobs offered to personals with Data Science knowledge?

The knowledge and opportunities in this field of Data Science are immense and it provides you a chance with various key roles to be played in the Big Tech giants such as Data Scientist, Data Analyst, Business Analyst, Data Engineer, Quality Engineer, Quality Analyst, Quality Manager, Statistician, Statistical Analyst, Software Engineer, etc.

Why should you enroll yourself in this Data Scientist Training online?

Our Data Science Course is built in such a manner that it is paved with all the necessary tools and technologies needed to become a proficient Data Science Expert. It will help you learn every topic in this Data Science Course in Singapore very deliberately with hands-on experience of live working projects which will help fast-tracking your career and to provide you with your dream jobs after the course.

What perks and wages offered to a Data Scientist Professional in India?

Due to its huge demand in the market and fewer professionals with adequate knowledge, Data Science has become a shining star in the IT sector. Professionals in this field get to start their careers with an average salary of 12 lakhs per annum and much more in some MNC’s.

Name the companies employing Data Science Professionals?

Major IT companies in India like TCS, Infosys, Accenture, Wipro, Capgemini, or companies of e-commerce sector such as Amazon, Snapdeal, Paytm Mall, Flipkart adding with multiple other start-ups coming in India are using the efforts of well experienced Data Science Professionals.

Do we need to have any prior experience before getting a Data Science Role?

The most seductive thing to become a proficient Data Scientist is to have proper and deep knowledge. Nowadays companies are realizing the necessary potential in individuals and seek people with determination towards their work and company.

Why should you take up the Data Science course in Singapore?

Data science is the most emerging field in technology currently. But the number of people with the required skill-set is very few. The benefit of opting for Data Science training in Singapore is because of many reasons like- high in demand, highly paid job, prestigious and versatile. The demand for Data Scientist is very high but the supply of them is low. So, choosing this training and going for it, will help you to kick-start your career.

What is the Data Science market trend in Singapore?

Singapore is a talent hot spot and hottest center for Data Analytics and Data Science-based organizations who are leading the jobs market. It is the central hub for Data-based firms and it offers a wide number of opportunities also. According to market research, the number of jobs has been doubled in Data Science. Currently, Data scientists are mostly in demand in Singapore and there seems to have a big disparity in demand and supply of Data scientists in Singapore, and because of that, it is the most highly paying job in IT. So, if you want to start your career as a Data scientist in Singapore then it would require the proper skill-set and competencies which can be obtained with the help of this Data Science training in Singapore.

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Career Benefits

Thriving Career: If you would like to jump-start your profession in the Data Science field then having a certification in Data Science can become your first step in the direction.
Acknowledging the tools and algorithms used in Data Science: Data Science is an ever sparking field that leads the professionals to use the latest tools and methodologies for analysis and data visualization. In this training, you will learn about various algorithms used in Data Science as our course material is getting upgraded timely.
Keeps you updated with the latest methods, technologies, and tools used: Registering for this Data Science Course in Singapore would keep you updated with new methods, tools, and technologies used in Data Science paving your way of learning tension free.
With the help of this training certification, you easily exhibit your skills and expertise: Nowadays organizations are considering various factors before hiring a Data Scientist. So, being a little bit of experience in this sector gives you an edge and increases your chance of getting hired.

Reviews

Excellent

It was a well-explained course! Easy to understand and practice. Recommended for beginners.
Linked

Arjun Gaggar

Data Scientist Certification Course

The data scientist training covers t-distribution, Z statistic, and Central limit theorem with exceptional clarity. It helped me in understanding the concepts with such a depth that I would never forget them now. The examples are highly practical and apt. The parallel execution of formulas in R makes it simple to remember rather than just going through the formulae, this Data Science course explains the underlying concepts first. It is the best course on R-Statistics I have come across so far.
Linked

Abbas Singapurwala

Data Scientist Course

Business Analytics is an excellent course for beginners in both Statistics and R programming. A lot of concepts have been covered from basics. It includes descriptive analysis, regression modeling, time series forecasting. It’s good knowledge if someone does not have any background in these techniques.
Linked

Ankit Tyagi

Very good

Detailed and informative Data Scientist course. covered everything in depth. need to know basic statistics for this Data scientist course. but this will lay a solid ground to become a data analyst. with this course realized how powerful is R software and its possibilities. Loved every bit of the data scientist training and would do more courses from EduCBA
Linked

Mudassir Ahmed

Best Professional Development Platform

I have tried a lot of e-portals to have a complete set of curriculum on a specific professional course but did not find any. Thanks to EduCBA for their brilliant initiative to put details of the data scientist course and related topic in a single platform along issuing a course completion certificate……
Linked

SANJAY KUMAR KHILAR

Effective Tool for dashboard creation

This Data Science course is very informative and good for beginners. Clear, easy to understand and the instructor delivered the data scientist training in a very smooth way and covered a lot of topics. It lists the typical activities carried out in analytics and dashboard creation. Furthermore, it helps to define how to make a dashboard effectively. Simple and easily demonstrated Sales and Marketing analysis, chart, and table creation.
Linked

Patrick

Nice & Refreshing Course

This course on Hadoop and HDFS Basics was nice and refreshing. The instructor has explained all the concepts simply by providing sample examples. If you are completely new to Hadoop and need to learn basics then I recommend you to go for this Data Science course.
Linked

Data Science Course in Singapore (76 Courses, 60+ Projects)