Advanced Data Science
- 24 Hours Classroom & Online Sessions
- 40+ Hours Assignments & Real-Time Projects
- Complimentary Python and R Programming Beginners Course
527 Reviews
3152 Learners
Academic Partners & International Accreditations
Calendar-for-Virtual Interactive Classes
Start Date
Data Science
Total Duration
3 Months
Prerequisites
- Computer Skills
- Basic Programming Knowledge
- Analytical Mindset
Advanced Data Science Overview
This course will enable you to understand Data Science and its applications to leverage the Data. Perform statistical computation on the Data to estimate results for business decisions. Gain knowledge on the most popular CRISP-DM project management methodology for Data Mining projects. You will understand the difference between Descriptive and Predictive analytics and learn to develop Prediction models. By the end of the foundation course in Data Science, students will have great insights on the application of programming tools R, Python, and will be confident enough to grab opportunities in Data Science and have a flourishing career.
Data Science
Data Science is one of the most promising and in-demand courses for skilled professionals. It is all about analyzing huge amounts of data, Data mining, and programming. Data science is still evolving and has abundant opportunities.
Data Scientist
Data Scientist are a group of analytical experts who inscribe data and find out the patterns in the data. A Data Scientist has efficient skills in handling raw, structured, and unstructured data, analyzing it, implementing in various statistical procedures, visualizing, and generating insights from the data.
Data Scientists should have adequate knowledge about tools like R, Python, Tableau, Hadoop, SAS, etc. Ten years ago there was no noise about Data Science, but all of a sudden the hype about Data Science has increased immensely. A Data Science professional should be able to balance business-related work and IT-work. A Data Scientist should be in a position to handle the situations and resolve the issues which might arise in the future.
Advanced Data Science Learning Outcomes
Who Should Attend
Block Your Time
Who Should Sign Up?
- Graduates
- Freshers, Junior/Mid-Level Executives
- Employees of Organizations
- Managers
- Business Analytst
- IT Engineers
- Data Analyst
Modules for Advanced Data Science Course
Extension to logistic regression We have a multinomial regression technique used to predict multiple categorical outcomes. Understand the concept of multi logit equations, baseline, and making classifications using probability outcomes.
Learn about handling multiple categories in output variables including nominal as well as ordinal data.
- Logit and Log-Likelihood
- Category Baselining
- Modeling Nominal categorical data
- Handling Ordinal Categorical Data
- Interpreting the results of coefficient values
- Lasso Regression
- Ridge Regression
- Learn about overfitting and underfitting conditions for prediction models developed. We need to strike the right balance between overfitting and underfitting, learn about regularization techniques L1 norm and L2 norm used to reduce these abnormal conditions. The regression techniques Lasso and Ridge techniques are discussed in this module.
Personalized recommendations made in e-commerce are based on all the previous transactions made. Learn the science of making these recommendations using measuring similarity between customers. The various methods applied for collaborative filtering, their pros, and cons, SVD method used for recommendations of movies by Netflix will be discussed as part of this module.
- User-based Collaborative Filtering
- A measure of distance/similarity between users
- Driver for Recommendation
- Computation Reduction Techniques
- Search based methods/Item to Item Collaborative Filtering
- SVD in recommendation
- The vulnerability of recommendation systems
Learn about improving the reliability and accuracy of decision tree models using ensemble techniques. Bagging and Boosting are the go-to techniques in ensemble techniques. The parallel and sequential approaches are taken in Bagging and Boosting methods are discussed in this module.
- Overfitting
- Underfitting
- Pruning
- Boosting
- Bagging or Bootstrap aggregating
The study of a network with quantifiable values is known as network analytics. The vertex and edge are the node and connection of a network, learn about the statistics used to calculate the value of each node in the network. You will also learn about the google page ranking algorithm as part of this module.
- Definition of a network (the LinkedIn analogy)
- The measure of Node strength in a Network
- Degree centrality
- Closeness centrality
- Eigenvector centrality
- Adjacency matrix
- Betweenness centrality
- Cluster coefficient
- Introduction to Google page ranking
Tools Covered
Advanced Data Science Course Trends in Malaysia
Many of the South-Eastern nations including Malaysia are rich in minerals, natural gas, and petroleum. The natural resources of these regions give them an advantage over most nations of similar size, making them an economic power. This affluence led to the rapid development and industrialization of Malaysia making it a hub for investment by many global MNC's. The use of Data-driven decision making is on the rise in most countries. Therefore there is a huge demand for courses that can teach the basics of data-driven decision making.
Both middle and top management derive benefit from courses on “ Fundamentals of Data Science ”. These courses enable them to employ Data Analytics in decision making. Nowadays fraud is the main issue in banking sectors. AI will be the solution for these problems which is cost-effective and generates revenues. Many apps are built with AI to give their clients professional fashion advice. There will be rapid advancements in the implications of chatbots to improve customer service.
Program Fees
Start your course at RM 250
Full Course Fee RM 3000 (excl 6%SST)
0% Interest Free Installments options available.
Program Fees
| RHB Credit Card | Standard Instalment Price | Single Shot Price | Corporate Price |
|---|---|---|---|
| RM 250 (per month) |
RM 1000 (per month) |
RM 2700 |
for customised price and fully Claimable via HRDF |
| 12 Months | 3 Months | Single Payment |
How We Prepare You
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Additional Assignments of over 60-80 hours
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Live Free Webinars
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Resume and LinkedIn Review Sessions
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6 Months Access to LMS
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24/7 support
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Job Assistance in Data Science Fields
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Complimentary Courses
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Unlimited Mock Interview and Quiz Session
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Hands-on Experience in a Live Project
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Life Time Free access to Industry Webinars
Call us Today!
+60 19-383 1378Advanced Data Science Panel of Coaches
Bharani Kumar Depuru
- Areas of expertise: Data Analytics, Digital Transformation, Industrial Revolution 4.0
- Over 18+ years of professional experience
- Trained over 2,500 professionals from eight countries
- Corporate clients include Deloitte, Hewlett Packard Enterprise, Amazon, Tech Mahindra, Cummins, Accenture, IBM
- Professional certifications - PMP, PMI-ACP, PMI-RMP from Project Management Institute, Lean Six Sigma Master Black Belt, Tableau Certified Associate, Certified Scrum Practitioner, (DSDM Atern)
- Alumnus of Indian Institute of Technology, Hyderabad and Indian School of Business
Sharat Chandra Kumar
- Areas of expertise: Data sciences, Machine learning, Business intelligence and Data Visualization
- Trained over 1,500 professional across 12 countries
- Worked as a Data scientist for 18+ years across several industry domains
- Professional certifications: Lean Six Sigma Green and Black Belt, Information Technology Infrastructure Library
- Experienced in Big Data Hadoop, Spark, NoSQL, NewSQL, MongoDB, Python, Tableau, Cognos
- Corporate clients include DuPont, All-Scripts, Girnarsoft (College-, Car-) and many more
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Bhargavi Kandukuri
- Areas of expertise: Business analytics, Quality management, Data
visualisation with Tableau, COBOL, CICS, DB2 and JCL - Electronics and communications engineer with over 19+ years of industry experience
- Senior Tableau developer, with experience in analytics solutions development in domains such as retail, clinical and manufacturing
- Trained over 750+ professionals across the globe in three years
- Worked with Infosys Technologies, iGate, Patni Global Solutions as technology analyst
Certificate
Earn a certificate and demonstrate your commitment to the profession. Use it to distinguish yourself in the job market, get
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Alumni Speak
"Coming from a psychology background, I was looking for a Data Science certification that can add value to my degree. The 360DigiTMG program has such depth, comprehensiveness, and thoroughness in preparing students that also looks into the applied side of Data Science."
"I'm happy to inform you that after 4 months of enrolling in a Professional Diploma in Full Stack Data Science, I have been offered a position that looks into applied aspects of Data Science and psychology."
Nur Fatin
Associate Data Scientist
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"360DigiTMG has an outstanding team of educators; who supported and inspired me throughout my Data Science course. Though I came from a statistical background, they've helped me master the programming skills necessary for a Data Science job. The career services team supported my job search and, I received two excellent job offers. This program pushes you to the next level. It is the most rewarding time and money investment I've made-absolutely worth it.”
Thanujah Muniandy
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"360DigiTMG’s Full Stack Data Science programme equips its graduates with the latest skillset and technology in becoming an industry-ready Data Scientist. Thanks to this programme, I have made a successful transition from a non-IT background into a career in Data Science and Analytics. For those who are still considering, be bold and take the first step into a domain that is filled with growth and opportunities.”
Ann Nee, Wong
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"360DigiTMG is such a great place to enhance IR 4.0 related skills. The best instructor, online study platform with keen attention to all the details. As a non-IT background student, I am happy to have a helpful team to assist me through the course until I have completed it.”
Mohd Basri
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"I think the Full Stack Data Science Course overall was great. It helped me formalize and think more deeply about ways to tackle the projects from a Data Science perspective. Also, I was remarkably impressed with the instructors, specifically their ability to make complicated concepts seem very simple."
"The instructors from 360DigiTMG were great and it showed how they engaged with all the students even in a virtual setting. Additionally, all of them are willing to help students even if they are falling behind. Overall, a great class with great instructors. I will recommend this to upcoming deal professionals going forward.”
Ashner Novilla
Our Alumni Work At
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FAQs for Advanced Data Science
Python and R are open source programming languages in pursuit of robust Data Science. Both languages can be used for Big Data Analytics Python is a general-purpose programming language whereas R language was developed for statisticians. It is advised that a Data Scientist should learn both Python and R language so that strengths of both complement each other while handling complex Big Data. Both are useful for Data Mining.
Data Scientist training can be taken from all sectors and people from all experiences. The foundation program in Data Science will help you update your skills for an exciting Data Scientist career. You can also become a Data Engineer. You bring in the Industry experience, which will give you an idea on what a Data Scientist needs to achieve and how to build strategies keeping in mind the business end goals.
To become a successful data scientist one should have a basic understanding of mathematics, statistics & probability. However, 360DigiTMG provides all the basic introductory learning on Probability and Statistics that will help you prepare the foundation.
The entire course is lab-based. The class is a mixture of theory along with hands-on exercises.
Our faculty are industry experts with around 15+ years of experience. Our trainers work on real-time projects with various clients and bring that experience into their teaching methodology. This way students get rich real-time exposure on the most trendy concepts in the industry today.
Data Science is the sexiest job of the 21st century. Companies worldwide are putting all efforts to analyze their data and are falling short of quality resources. All the job portals have many data science positions open worldwide to fill in these shortages.
If you miss a class, we will arrange for a recording of the session. You can then access it through the online Learning Management System.
The most popular tools in Data Science field including R and Python will be covered in this Foundation Program on Data Science.
Each student is assigned a mentor during the course of this program. If the mentor feels that additional support is needed to help the student, we may refer you to another trainer or mentor.
Jobs in the Field of Data Science in Malaysia
Demand for Data Science professionals is burgeoning as many industries are leaping towards data-driven insights. The Job roles for Data Science professionals in Malaysia are Data Scientist, Senior Data Scientist, Project Manager- Big data, Business Analytics consultant, Data Engineer, and so on.
Salaries for Data Science In Malaysia
The average salary for a Data Science Expert in Malaysia is RM 61,353. The salary range for entry-level is RM 3k - RM 88k, for middle-level RM 6k - RM 179k and experienced RM 114k - RM 171k. This varies as per the job roles.
Data Science Projects in Malaysia
Data Mining, Predictive Analysis, and advanced algorithms are among the supreme projects for Industries that are imbibing Artificial Intelligence and Machine Learning. As we are shifting towards 5G technology and many other enhancements in the field of computer science we can significantly observe greater innovations and achievements in Data Science.
Role of Open Source Tools in Data Science
Programming tools like R and Python are considered to be the most essential tools for learning Data Science. In this course, you will be exposed to the basics and applications of R, Python, Tableau, and R studio.
Modes of Training of Data Science Course
360DigiTMG offers students the option of both classroom and online learning. We also support e-learning as part of our curriculum. Individual attention is guaranteed to all the participants. The foundation program in Data Science in Malaysia is designed based on the requirements of students and working professionals.
Industry Applications of Data Science in Malaysia
Artificial Intelligence of things is booming in Malaysia and many companies are inculcating it for their better development. Prime sectors like Education, Banking, Manufacturing, Health care, Agriculture, and e-commerce are depending upon Data Science.
Companies That Trust Us
360DigiTMG offers customised corporate training programmes that suit the industry-specific needs of each company. Engage with us to design continuous learning programmes and skill development roadmaps for your employees. Together, let’s create a future-ready workforce that will enhance the competitiveness of your business.
Student Voices
Sana Ahsan
3 years agoI still remember going through websites for the Data Scientist course and reading reviews. That's when I finally found 360DigiTMG. Today, I will consider 360DigiTMG as the best one because it has offered me way more than any other training institute can do: Incredible curriculum, instructors, mentorship, and most job search skills and interviews best practices. One of the best decisions I made, I strongly recommend the Data Science program at 360DigiTMG to anyone looking for a Data Scientist/Analyst role. I am happy to announce that presently I am deputed as a Specialist Data Scientist at one of the top MNC.
Suriyaa Kumar
3 years agoI attended the Certification in Data Science program by 360DigiTMG. The course was amazing. I had a great learning & networking experience. Also, trainers are highly experienced and knowledgeable in the field of Data Science. I will recommend this course to anyone who wants to become a Data Scientist.
Asyraaf Afandi
3 years agoI joined the Data Science Certification Program which is a great place to learn if you want to start your career in the Data Science industry. The trainers are very knowledgeable and will try to explain the topics until you truly understand it. I would definitely recommend others to join it.
Iqmal Harris
3 years agoThe courses are taught by seasoned industry experts who know how to train absolute beginners and established professionals alike. Glad to have trained under 360DigiTMG.
Zarif Iqram
2 years agoI worked on a Survival Analysis project, which gave me good exposure and boosted my skill set in Business Intelligence with Power BI. Good to have it more and be involved in the real-time projects.
360DigiTMG - Data Science, IR 4.0, AI, Machine Learning Training in Malaysia
Level 16, 1 Sentral, Jalan Stesen Sentral 5, Kuala Lumpur Sentral, 50470 Kuala Lumpur, Wilayah Persekutuan Kuala Lumpur, Malaysia
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