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

Learn from Home Offer

What you get in this DATA SCIENTIST Course Bundle - 150 Courses in 1?

608+ Hours

150 Courses

Course Completion Certificates

Lifetime Access

Self-paced Courses

Technical Support

Mobile App Access

Case Studies

About Data Science Course in Singapore

Course Name	Data Science Course in Singapore
Deal	You get access to all videos for the lifetime
Hours	608+ 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 each150 course, 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

MODULE 1: Data Science with Python Essentials Training

Courses	No. of Hours	Certificates
Machine Learning with Python 2023	5h 19m	✔
Machine Learning with Python Case Study - Covid19 Mask Detector	2h 05m	✔
Deep Learning: Automatic Image Captioning for Social Media with Tensorflow	2h 23m	✔
Supervised Machine Learning in Python	8h 37m	✔
Predictive Analytics and Modeling with Python	8h 24m	✔
Matplotlib for Python Data Visualization - Beginners	4h 12m	✔
Matplotlib for Python Data Visualization - Intermediate	2h 53m	✔
Matplotlib for Python Data Visualization - Advanced	6h 37m	✔
Pandas with Python Tutorial	5h 47m	✔
NumPy and Pandas Python	5h 01m	✔
Pandas Python Case Study - Data Management for Retail Dataset	3h 25m	✔
Python Case Study - Sentiment Analysis	1h 06m	✔
Data Science with Python	4h 14m	✔
Artificial Intelligence with Python - Beginner Level	2h 51m	✔
Artificial Intelligence with Python - Intermediate Level	4h 36m	✔
AI Artificial Intelligence & Predictive Analysis with Python	6h 15m	✔
Video Analytics using OpenCV and Python Shells	2h 13m	✔
Machine Learning using Python	3h 26m	✔
Statistics Essentials with Python	3h 23m	✔
Project on Tensorflow - Implementing Linear Model with Python	1h 46m	✔
Project - Data Analytics with Data Exploration Case Study	5h 7m	✔
Random Forest Algorithm using Python	1h 29m	✔

MODULE 2: Data Science with R & Python Essentials Training

Courses	No. of Hours	Certificates
Seaborn Python - Beginners	2h 28m	✔
Seaborn Python - Intermediate	1h 18m	✔
Seaborn Python - Advanced	1h 56m	✔
PySpark Python - Beginners	2h 3m	✔
PySpark Python - Intermediate	2h 05m	✔
PySpark Python - Advanced	1h 14m	✔
Machine Learning Python Case Study - Diabetes Prediction	1h 03m	✔
R Studio UI and R Script Basics	4h 13m	✔
R Programming for Data Science \| A Complete Courses to Learn	5h 7m	✔
Logistic Regression & Supervised Machine Learning with R	4h 14m	✔
Decision Trees Modeling using R	1h 4m	✔
Project on ML - Churn Prediction Model using R Studio	1h 22m	✔
Financial Analytics in R - Beginners	3h 53m	✔
Financial Analytics in R - Intermediate	1h 28m	✔
Financial Analytics in R - Advanced	1h 35m	✔
R for Finance - Beginners to Beyond	2h 17m	✔
Comprehensive Course on R	3h 54m	✔
Time Series Analysis and Forecasting using R	4h 34m	✔
Project - Fraud Analytics using R	2h 34m	✔
Project - Marketing Analytics using R and Microsoft Excel	2h 9m	✔
Machine Learning with R	20h 28m	✔
Case Study - Customer Analytics using Tableau and R	2h 7m	✔
Case Study - Pricing Analytics using Tableau and R	2h 39m	✔
Business Analytics using R - Hands-on!	16h 21m	✔
Project - Market Basket Analysis in R	37m	✔
Project - Hypothesis Testing using R	3h 6m	✔
Data Visualization with R Shiny - The Fundamentals	39m	✔
Data Science with R	6h 2m	✔
R Studio Anova Techniques Course	2h 18m	✔

MODULE 3: Data Science with SAS Essentials Training

Courses	No. of Hours	Certificates
SAS Business Analytics for Beginners	10h 45m	✔
Predictive Analytics & Modeling with SAS	9h 19m	✔
Quantitative Finance with SAS	3h 29m	✔
SAS Statistics	8h 18m	✔
SAS ODS (Output Delivery System)	9h 36m	✔
SAS PROC SQL	13h 49m	✔
SAS Macros	7h 25m	✔
SAS Advanced Analytics	12h 22m	✔
SAS Graph	2h 1m	✔
SAS DS2	4h 59m	✔
SAS SQL	3h 01m	✔
SAS Practical - Macros	5h 5m	✔
SAS Advanced Programming	10h 7m	✔
SAS Categorical Data Analysis	7h 16m	✔
Certified SAS Base Programmer	12h 2m	✔
SAS Features for Starters	1h 5m	✔
SAS PROC SQL Features	1h 49m	✔

MODULE 4: Big Data & Hadoop

Courses	No. of Hours	Certificates
Big Data and Hadoop Training \| Online Hadoop Course	2h 9m	✔
Hadoop Architecture and HDFS	6h 13m	✔
MapReduce - Beginners	3h 34m	✔
MapReduce - Advanced	5h 35m	✔
Hive - Beginners	2h 47m	✔
Hive - Advanced	5h 11m	✔
PIG - Beginners	2h 1m	✔
PIG - Advanced	2h 13m	✔
NoSQL Fundamentals	2h 01m	✔
Mahout	3h 51m	✔
Apache Oozie	2h 13m	✔
Apache Storm	2h 4m	✔
Apache Spark - Beginners	1h 5m	✔
Apache Spark - Advanced	6h 14m	✔
Splunk Fundamentals	8h 33m	✔
Splunk Advanced 01 - Knowledge Objects	9h 29m	✔
Splunk Advanced 02 - Administration	39h	✔

MODULE 5: Learning from Projects & Practicals

Courses	No. of Hours	Certificates
Project on Hadoop - Sales Data Analysis	47m	✔
Project on Hadoop - Tourism Survey Analysis	53m	✔
Project on Hadoop - Faculty Data Management	35m	✔
Project on Hadoop - E-Commerce Sales Analysis	35m	✔
Project on Hadoop - Salary Analysis	49m	✔
Project on Hadoop - Health Survey Analysis using HDFS	56m	✔
Project on Hadoop - Traffic Violation Analysis	1h 25m	✔
Project on Hadoop - Analyze Loan Dataset using PIG/MapReduce	2h 33m	✔
Project on Hadoop - Case Study on Telecom Industry using HIVE	2h 2m	✔
Project on Hadoop - Customers Complaints Analysis using HIVE/MapReduce	53m	✔
Project on Hadoop - Social Media Analysis using HIVE/PIG/MapReduce/Sqoop	3h 34m	✔
Project on Hadoop - Sensor Data Analysis using HIVE/PIG	5h 26m	✔
Project on Hadoop - Youtube Data Analysis using PIG/MapReduce	3h 02m	✔
Hadoop and HDFS Fundamentals on Cloudera	1h 22m	✔
Project on Hadoop - Log Data Analysis	1h 32m	✔
SPSS 2023 - Beginners	1h 07m	✔
SPSS 2023 - Advanced	5h 22m	✔
Advanced SPSS Project: Impact of EMI on Home Loan	43m	✔
Advanced SPSS Project: Impact of Total Turnover in Equity Market	58m	✔
Advanced SPSS Project: Impact of Trade Data in Equity Market	46m	✔
SPSS GUI and Applications	1h 13m	✔
SPSS - Correlation Techniques	1h 8m	✔
Linear Regression & Supervised Learning with SPSS	3h 07m	✔
SPSS - Multiple Regression Modeling	2h 34m	✔
Logistic Regression & Supervised Learning using SPSS	2h 37m	✔
SPSS - Multinomial Regression	2h 2m	✔
SPSS GUI for Statistical Analysis	2h	✔
Tableau Desktop Training 2023	4h 21m	✔
Tableau Project-Creating Dashboard and Stories For Financial Markets	2h 08m	✔
Tableau Project - Russo-Ukraine War A Data Analytical Review	1h 02m	✔
Tableau	4h 7m	✔
BI Tools and Tableau Analytics	5h 38m	✔
Business Intelligence with Tableau	5h 43m	✔
Tableau Features Hands-on!	5h 32m	✔
Tableau Practical - Super Store Business Requirements	45m	✔
Analytics using Tableau	8h 9m	✔

MODULE 6: Minitab and MATLAB

Courses	No. of Hours	Certificates
Minitab for Beginners - 2023	1h 15m	✔
Advanced Minitab Training - 2023	4h 39m	✔
Minitab Practical - Impact of Predictors on Response	1h 36m	✔
Statistical Analysis using Minitab - Beginners to Beyond	4h 21m	✔
Minitab GUI and Descriptive Statistics	2h 43m	✔
ANOVA in Minitab	52m	✔
Correlation Techniques in Minitab	2h 18m	✔
Project on Minitab - Regression Modeling	9h 36m	✔
Minitab Predictive Modeling using Excel	55m	✔
MATLAB - Beginners	3h 9m	✔
MATLAB - Intermediate	47m	✔
MATLAB - Advanced	4h 1m	✔

MODULE 7: Database & SQL

Courses	No. of Hours	Certificates
Oracle SQL	17h 32m	✔
Oracle PLSQL	13h 2m	✔
Oracle DATABASE Admin DBA 1 Course	9h 27m	✔
Machine Learning ZERO to HERO - Hands-on with Tensorflow	13h 29m	✔
Deep Learning ZERO to HERO - Hands-on with Python	10h 8m	✔
Project - Exploratory Data Analysis EDA using ggplot2, R and Linear Regression	2h 07m	✔
Project on R - HR Attrition and Analytics	2h 4m	✔
Logistic Regression using SAS Stat	4h 26m	✔
Linear Regression & Supervised Learning in Python	2h 28m	✔
Logistic Regression & Supervised Machine Learning in Python	2h 6m	✔
Project on R - Card Purchase Prediction	2h 28m	✔
Develop a Movie Recommendation Engine	51m	✔
Random Forest Techniques and R - Employee Attrition Prediction	1h 6m	✔
Predictive Analytics Model for Term Deposit Investment using CART Algorithm	1h 38m	✔
Poisson Regression with SAS Stat	2h 21m	✔
Machine Learning Project using Caret in R	1h 58m	✔
Sales Forecasting using Time Series Analysis in Python	2h 13m	✔

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 SCIENTIST Course Bundle - 150 Courses in 1