SINGAPORE MALAYSIA BOOTCAMP SKILL CERTIFICATION
Business Analytics & Data Science Bootcamp @Singapore + Malaysia
Business Analysis & Data Science are the hottest skills today. Every company or startup is looking for talent with understanding of Business Analytics & Data Science. These intense 8 days at hustling Singapore and Kuala Lumpur followed by 18 weeks online will make you a pro in Data Driven Decision Making and put you amongst the top 1% talent in your domain.
It is a Foreign Internship cum Bootcamp to master this domain
8 Days Abroad + 18 Weeks Online
USD 1499 only
Have questions before applying?
SINGAPORE MALAYSIA
BOOTCAMP SKILL CERTIFICATION
Business Analytics & Data Science Bootcamp @Singapore + Malaysia
Business Analysis & Data Science are the hottest skills today. Every company or startup is looking for talent with understanding of Business Analytics & Data Science. These intense 8 days at hustling Singapore and Kuala Lumpur followed by 18 weeks online will make you a pro in Data Driven Decision Making and put you amongst the top 1% talent in your domain.
It is a Foreign Internship cum Bootcamp to master this domain
8 Days Abroad + 18 Weeks Online
USD 1499 only
Location
Singapore
Kuala Lumpur, Malaysia
For
All UG/PG Students & Young Professionals
Cohorts 1 & 2
Jul 10 – 17, 2024
Aug 14 – 21, 2024
Cohort 3
Dec 08 – 15, 2024
Duration
8 Days Abroad + 18 Weeks Online
Apply
Before June 15, 2024
Program Highlights
Why Business Analytics & Data Science Bootcamp?
Foreign Internship
- It’s a power packed internship with orientation and visits at Singapore and Malaysia companies and startups
- Your fellow interns will be from Singapore, India, UAE and Malaysia
- All eager learners and enthusiasts of the domain and willing to build an international career as Business Analysts or Data Science professionals
-
You will be supervised by top industry mentors for your training, orientation and projects (8 days abroad and 18 weeks online)
-
Once you apply on this page your Internship letter will be mailed to you.
Who will teach you?
Imagine learning the hottest skill today from great domain leaders in the most unconventional format, that is what this bootcamp would be like.
Go from Zero to Pro with top Business Analysts & Data Science Leaders from Amazon, Adobe, Fidelity, Google, Accenture, WESCO, PTC, Bosch, DBS Bank, BCG, McKinsey, etc
This is a fun and unconventional bootcamp. Classes will be held at university campus, company/startup offices, incubators, and cool hangouts. You will love the trainers, mentors, the training and the format.
Here are some of your trainers and mentors for this bootcamp.
8 Days Abroad + 18 Weeks Online to Master this Domain
The program begins with an in-person 8 days abroad bootcamp because before you learn a skill you should know it’s real applications and how a successful career in that domain looks like so that you can start with 110% heart into it. When you meet top domain leaders, successful business analysts and data science leaders from your dream companies you will be super motivated not to just learn the skill but also to master it.
During these magical 8 days abroad you will:
- Build a strong foundation in Business Analytics and Data Science and it’s real world applications
- Know what top leaders and successful professionals in this domain have done to succeed
- Be truly motivated to become an expert in Business Analytics & Data Science domain
After you are back from the bootcamp, you will have awesome 18 weeks of online training which includes:
- 200+ Hours of Business Analytics and Data Science Training
- Doubt Clearing Sessions
- Brainstorming Sessions
- Ask Me Anything (AMAs) Sessions
- Masterclasses
- 20+ Real Life Case Studies
- 12 Foundational Projects from varying domains
- 1 Industry level Capstone Project
- Mentorship
- One-One Career Counselling
- 100% Placement Assistance
- Networking
What you will learn?
This internship cum bootcamp is not just a short term program, it will train you end to end to be a pro in Business Analytics & Data Science. You will learn this domain from two perspectives:
The Management Core
The Management Core will help you develop a business perspective on data and how to solve business problems with it.
The Technical Core
The Technical Core will help you master the the methods and tools to conceptualize, collect, manage, and analyze data to produce information to predict actionable insights.
All modules below will cover the above cores:
Understanding Business and Data Analytics
- Overview of business analytics and data science
- Importance of data-driven decision-making
- Ethics and privacy in data science
- Case Study
Business Problem Solving
- Understanding the business problem and formulating hypotheses
- Insight Analysis Storytelling through
- Data Project on deriving business insights and storytelling
- Case Study
Data Preprocessing and Cleaning
- Introduction to data types and sources
- Describing and Summarizing Data
- Sampling and Estimation
- Data cleaning techniques
- Handling missing values and outliers
- Case Study
Mastering MS Excel For Data Analytics
- Fundamentals of Excel: Intro to Excel, Importing data, Formatting in Excel, Excel Formulae, Data Validation, Calculations
- Reporting Using Excel: Lookup and Reference, Pivot Tables, Charts, What-if Analysis, Intro to Macros
- Case Study
- Project 1
Exploratory Data Analysis
- Grasping Data Preprocessing – Numpy, Pandas, RegEx
- Discovering Data Preprocessing – Web Scraping and EDA
- Case Study
- Project 2
Understanding SQL and Analytics with SQL
- Introduction to MySQL
- Working with mySQL, establishing connection
- Database and Tables
- SQL Basics – Retrieving, Filtering, Aggregating and Sorting Data
- Case Study
SQL for Data Science
- Joins: Inner, Left, Right, Cross, etc
- Using Wildcards
- Summarizing data, Creating Calculated Fields, Combining Queries
- Advanced SQL – Window Function: Rank Statements, Row Numbers, Working with Subqueries
- Inserting, Updating, and Deleting Data
- Automation with SQL
- PostgreSQL and Database Administration – Creating Tables, Inserting and Updating Data
- Globalization and Localization
- Maintaining Tables
- Data Security
- Case Study
- Project 3
Python for Data Science
- Understanding Python for DS – Installation, Building Blocks, Strings and Data Structures
- Grasping Python for DS – Functions, Modules, Files, Lambda functions, Errors and OOPs
- Case Study
- Project 4
Statistics for Data Science
- Descriptive Statistics
- Distributions and Probability Theory
- Inferential Statistics, Correlation and Regression Analysis
- Descriptive Statistics
- Probability Distributions
- Hypothesis Testing, Regressions and ANOVA
- Optimisation
- Case Study
- Project 5
Predictive Analytics
- Randomised Controlled Experiments
- A/B Testing
- Linear Regression
- Logistic regression
- Decision trees and ensemble methods (Random Forest, Gradient Boosting)
- Forecasting
- K-means Clustering & Hierarchical Clustering
- Classification
- Dimensionality Reduction Techniques (PCA, t-SNE)
- Time Series Analysis
- Text Mining and Sentiment Analysis
- Case Study
- Project 6
Data Visualisation with Tableau
- Introduction to Tableau
- Data Connection
- Tableau Interface and Basic Chart Types
- Working with Metadata
- Visual Analytics
- Mapping and Calculations
- Dashboard and Stories
- Case Study
- Project 7 – Mortgage Analysis
Data Visualisation with Power BI
- Introduction
- Interface Data Connections
- Data Transformation
- Advance Data Transformation
- Case Study
- Project 8 – Stock Data Analysis
Data Visualisation with AWS Quicksight
- Introduction
- Interface How to make Data connection and Import Dataset
- Developing Business Facing Dashboard with KPIs
- Case Study
- Project 9 – Fraud Detection
Intro to ML in Data Science
- Overview of Machine Learning concepts
- Supervised vs. Unsupervised Learning
- Model evaluation and validation
- Bias-variance tradeoff
- Case Study
- Project 10
Gen AI and other Technology Tools for Data Analytics
- ChatGPT & Prompt Engineering
- Github Co-Pilot
- BARD
- Kaggle
- OpenAI Playground
- Google Cloud AutoML
- H2O.ai
- IBM Watson
- Case Study
- Project 11
Applied Analytics and Data Driven Decision Making
- Strategy and Analytics
- Managing Data
- Analytics and Leading Change
- Case Study
- Project 12
Storytelling with Data
- This art will differentiate you from others in your field
- Effectively present data analytics in a compelling narrative to a particular audience
- This module takes you through the lifecycle of a business data analytics project from a communication perspective. You develop written, verbal, and visual deliverables for three major audiences: data experts (the analytics team); consumer and presentation experts (the marketing team); and the decision makers (the executive leadership)
- Learn strategic storytelling and creating persuasive professional spoken and written messages, reports, and presentations
- Taught through real life cases, brainstorming sessions, team projects, and one-on-one interactions
- Throughout the module, give and receive active feedback from peers and mentors on data storytelling while sharpening the ability to communicate complex analytics to technical and nontechnical audiences with clarity, precision, and influence
- Case Study
Best Practices and Hacks
- The real inside scoop taught no where
- Learn from the experience of other successful leaders in this domain what pitfalls to avoid and approach to take at the beginning of a project
- Best Practices and Hacks of successful Business Analysts, Data Analysts and Data Science Leaders
- Case Study
Capstone Project
It will be integrated in the 8 weeks of mentorship online post the international bootcamp. This project is a live approach with organisations, this method encourages the application of a variety of tools and techniques taught in the bootcamp. The aim is to provide actionable solutions and to develop leadership skills. Each participant group is mentored by an industry leader who knows how things work in the real world.
- Learn to plan a data science project
- Solve a real-world problem using data science
- Gain confidence on your skills by presenting the project to industry experts
- Build a data science project on your own by applying the learning from the bootcamps
- Data collection, analysis, and interpretation
- Presentation of findings and recommendations
Samples
Healthcare
Utilizing Hospital Data to identify correlation of Hospital Acquired Infections and underlying conditions
Finance
Researching Fraud Detection Algorithm for Credit Card Company
Social Media
Using Twitter Data to perform Sentiment Analysis and Natural Language Processing
Optional Modules
These are optional modules and can be taught to those BOOTCAMP PARTICIPANTS WHO EXPRESS INTEREST to learn them. The sessions for these can be held after the 18 weeks online training is completed.
- Data Engineering
- Machine Learning with Python
- NLP and Deep Learning
- Data Structures and Algorithms
- Introduction to Big Data
- AWS Tools – AWS Lambda, EC2 Instance, Sagemaker, Glue Job
Who should attend this Bootcamp?
Any Bachelor’s or Master’s student in Engineering, Management, IT, Technology, or equivalent qualification who are keen on mastering the power of analytics and data science to become the coolest and most valuable talent in today’s competitive business environments.
Students can also show this program as industrial visit, internship or project.
At the end of this internship cum bootcamp you would:
- Have gained mastery in Business Analytics and Data Science
- Have done Live Industry Projects & Orientation at Singapore and Malaysia companies
- Have built a strong portfolio on Github and Kaggle that recruiters look for
- Understand Predictive Analytics and Data Driven Decisions better and how to master them
- Develop core data-analysis skills to drive strategy and innovation
- Be on a self learning path to consume knowledge and trends in this domain as a lifelong learner
- Receive Certificates for all the university, startups and company visits to Singapore and Kuala Lumpur
- Receive Foreign Internship & Bootcamp Completion Certificate in Business Analytics and Data Science
- Receive Letter of Recommendation post completion
- Get many interview opportunities and mentorship to crack them
- Get an opportunity to work and settle abroad
- Be ready for a high paying job in this domain
This bootcamp will put you amongst the top 1% talent in your domain
“Business analysis and the whole Data Science umbrella, without any doubt, is the next big revolution for businesses and people running it”
Embrace Outstanding Career Growth
Data analysis is exploding and the world needs as many analysts as possible, thanks to advancements in artificial intelligence (AI) and machine learning (ML) technologies. These AI-powered tools are transforming the way data analysts extract insights, make predictions, and optimize business strategies. Hence AI and Data Analysis makes a great Business Analyst. Undoubtedly, this is the most pursued career because:
- High Demand: There is an exceptional growth in demand for data and business analysts and data scientists across industries.
- Career Progression: Professionals can advance from junior roles to senior positions like data scientist, data engineer, business analytics manager, data consultants or business consultants.
- Diverse Industries: Business Analysts are needed in on-demand services, construction, finance, services, banking, healthcare, marketing, e-commerce, IT and almost every industry domain.
- Specialization: Opportunities for specialization exist in areas like machine learning, big data, and business intelligence.
- Global Opportunities: Data analytics skills are in demand globally and skilled talent in this domain can easily have a flourishing international career.
Why Singapore & Malaysia?
Because there is a lot to learn from Singapore. How a small country, just 710 square kilometers in size, fought scarcity of natural resources, food and shelter for its people due to land constraints through innovation, passion and grit. How instead of focussing on its weaknesses it played to its strengths of unique locational edge, talent pool, innovation and strategy to:
- become a global business and financial hub
- become one of the greenest and cleanest cities in the world
- build world’s most modern infrastructure, cleanest outdoors and a multicultural society
- build a world class education system hosting some of the world’s top universities
- become a top destination for international expats and talent due to its economic prowess and high-quality education
What Singapore lacks in size, it easily makes up for in character, uniqueness, and fun!
It is a must visit destination for every management student to witness a true success story of human grit and to experience innovation and excellence in every aspect of business, management and governance. No matter what you do or see in Singapore, you always have a good time in Singapore. And as the locals say in Singlish, visiting Singapore in your lifetime is a “die die must try”!
Similarly Malaysia is one of the leading startup, trade and educational hub not just in South East Asia but whole of Asia. Malaysia has the most developed and adequate infrastructure in Asia. Its a beautiful and green country. Kuala Lumpur is second to none in terms of its infrastructure, innovation and startup ecosystem. It also hosts some of the leading companies in the world and hence some exceptional talent has made Malaysia it’s home.
Malaysia’s journey since independence showcases the nation’s resilience, adaptability and commitment to progress. From humble beginnings, Malaysia has diversified its economy, harnessed its natural resources and achieved remarkable milestones and today, it stands tall as a sovereign nation, a testament to visionary leadership and unwavering determination in pursuit of prosperity.
Malaysia is culturally rich. Going to Malaysia would leave awesome travel and food memories. Choices are plenty when it comes to food in Malaysia. There’s delicious food everywhere, from street food and hawker centers to upscale restaurants. For students it’s an awesome learning opportunity, each step of the way, when in Malaysia.
Mind Blowing Learning & Fun
Experience the joy of immersive learning outside of classrooms as you learn at work spaces of renowned companies through exclusive corporate visits and gaining invaluable insights. Dive into Singapore’s and Kuala Lumpur’s culturally rich and hustling ecosystem through the programme, exploring its traditions, cuisines, and heritage, creating unforgettable memories that will last a lifetime.
The bootcamp is intense, engaging and fun. The learning is not just limited to classrooms but happens across meetups, visits, real life case studies at companies and startups, ask me anything sessions, masterclasses, interactions and collaborations with bootcamp experts and peers.
AI and Data Meets Business, Networking with AI leaders (Session on AI+Data)
AI is the future and the leaders of the future need to be in sync. Enhance your AI quotient, explore the latest AI trends, hear real- world case studies and discover best practices around AI transformation. Also grow your network by connecting with data and AI leaders from South East Asia.
Lunch with Business Leaders (Leading Company Visit)
Visit a leading company’s office for an informative tour followed by a Q&A with top employees and leaders on work culture and innovation, as you enjoy delicious coffee and meals. Gain practical insights and knowledge on operations, leadership and management.
Innovation Tour (Govt. Enterprise Visit)
Visit a Government Enterprise in Singapore which is an innovation marvel and be amazed by the outstanding cutting edge technology and innovation they use to serve the country. An informative tour to acquire hands-on knowledge on innovation and problem solving at scale.
Startup Brunch (Startup Visit)
Visit a startup, have an AMA session with startup founders and leaders on the journey of a startup, it’s challenges, growth hacks and fundraising strategies over a finger licking brunch.
Coffee with Investors (Accelerator / Incubator Visit)
Visit a startup incubator / accelerator AMA with leading investors on starting up and fundraising in Singapore & Malaysia or in any country, pitch your idea with live feedback over smacking coffee and delicious snacks followed by dinner.
University Tour & Masterclass (University Visit)
Visit a leading university, explore the awesome campus life and delicious campus food and network with university students. Attend a masterclass on a trending domain and earn a certificate.
Singapore’s most innovative Rooftop Farm Tour
Visit Singapore’s first and only commercial rooftop farming company to witness an outstanding innovation in urban agriculture and how marginalized spaces can be reinvigorated to help achieve Singapore’s quest for food self sufficiency.
Singapore's most iconic Brewery Tour
Explore the home of Singapore’s most iconic beer, Tiger Beer, with this exciting tour to understand supply chain, production, operations, branding etc. Discover the fascinating history of Tiger Beer and find out how the local brand made its way overseas,.Witness each step of the brewing process, which takes more than 500 hours for each batch. Stop by the Tiger Tavern and try your hand at tapping your very own pint of beer.
Super exciting Drone Flying Workshop
Always eager to try flying a drone but never had the opportunity to do so? Well now is your chance. Join friendly drone trainers who would teach you how to fly through an obstacle course. This activity would allow you to learn the fundamentals on handling a flying machine. Every participant has loved this in the past.
Get a Job and Settle in Singapore & Malaysia (Expert Session)
Join an informative session to explore all options of moving to Singapore & Malaysia, career opportunities in Singapore & Malaysia, understanding the life of local employees, work culture, living expenses, resident benefits. Hear from leaders and employees of leading companies.
Standup Comedy Evening and Trivia Night
Relax and unwind over dinner and drinks with a hilarious comedian making local and international jokes. Also experience high adrenaline Trivia Night for fun and prizes. All over lip smacking dinner and mesmerising drinks.
Farewell Networking Mixer
Network with industry stalwarts over lunch and drinks and satiate all your remaining curiosity through Q&A with them, before you leave for your home country.
Mind Blowing Learning & Fun
Experience the joy of immersive learning outside of classrooms as you learn at work spaces of renowned companies through exclusive corporate visits and gaining invaluable insights. Dive into Singapore’s and Kuala Lumpur’s culturally rich and hustling ecosystem through the programme, exploring its traditions, cuisines, and heritage, creating unforgettable memories that will last a lifetime.
The bootcamp is intense, engaging and fun. The learning is not just limited to classrooms but happens across meetups, visits, real life case studies at companies and startups, ask me anything sessions, masterclasses, interactions and collaborations with bootcamp experts and peers.
AI and Data Meets Business, Networking with AI leaders (Session on AI+Data)
AI is the future and the leaders of the future need to be in sync. Enhance your AI quotient, explore the latest AI trends, hear real- world case studies and discover best practices around AI transformation. Also grow your network by connecting with data and AI leaders from South East Asia.
Lunch with Business Leaders (Leading Company Visit)
Visit a leading company’s office for an informative tour followed by a Q&A with top employees and leaders on work culture and innovation, as you enjoy delicious coffee and meals. Gain practical insights and knowledge on operations, leadership and management.
Innovation Tour (Govt. Enterprise Visit)
Visit a Government Enterprise in Singapore which is an innovation marvel and be amazed by the outstanding cutting edge technology and innovation they use to serve the country. An informative tour to acquire hands-on knowledge on innovation and problem solving at scale.
Startup Brunch (Startup Visit)
Visit a startup, have an AMA session with startup founders and leaders on the journey of a startup, it’s challenges, growth hacks and fundraising strategies over a finger licking brunch.
Coffee with Investors (Accelerator / Incubator Visit)
Visit a startup incubator / accelerator AMA with leading investors on starting up and fundraising in Singapore & Malaysia or in any country, pitch your idea with live feedback over smacking coffee and delicious snacks followed by dinner.
University Tour & Masterclass (University Visit)
Visit a leading university, explore the awesome campus life and delicious campus food and network with university students. Attend a masterclass on a trending domain and earn a certificate.
Singapore’s most innovative Rooftop Farm Tour
Visit Singapore’s first and only commercial rooftop farming company to witness an outstanding innovation in urban agriculture and how marginalized spaces can be reinvigorated to help achieve Singapore’s quest for food self sufficiency.
Singapore's most iconic Brewery Tour
Explore the home of Singapore’s most iconic beer, Tiger Beer, with this exciting tour to understand supply chain, production, operations, branding etc. Discover the fascinating history of Tiger Beer and find out how the local brand made its way overseas,.Witness each step of the brewing process, which takes more than 500 hours for each batch. Stop by the Tiger Tavern and try your hand at tapping your very own pint of beer.
Super exciting Drone Flying Workshop
Always eager to try flying a drone but never had the opportunity to do so? Well now is your chance. Join friendly drone trainers who would teach you how to fly through an obstacle course. This activity would allow you to learn the fundamentals on handling a flying machine. Every participant has loved this in the past.
Get a Job and Settle in Singapore & Malaysia (Expert Session)
Join an informative session to explore all options of moving to Singapore & Malaysia, career opportunities in Singapore & Malaysia, understanding the life of local employees, work culture, living expenses, resident benefits. Hear from leaders and employees of leading companies.
Standup Comedy Evening and Trivia Night
Relax and unwind over dinner and drinks with a hilarious comedian making local and international jokes. Also experience high adrenaline Trivia Night for fun and prizes. All over lip smacking dinner and mesmerising drinks.
Farewell Networking Mixer
Network with industry stalwarts over lunch and drinks and satiate all your remaining curiosity through Q&A with them, before you leave for your home country.
Awesome & Fun Filled Singapore & Kuala Lumpur Sightseeing Tours
Learn about the history of each place you see, the interesting story and people behind it as you gorge on mouth watering street food and local cuisine as you proceed. You will be a Singapore & Malaysia pro before you fly back. Enjoy the following breathtaking tours at Singapore & Malaysia.
Singapore
The Changi Airport (World’s most innovative, green and creative airport), Merlion, Gardens by the Bay, Marina Bay Sands Observation Deck, Little India, China Town, Esplanade, Helix Bridge, Singapore ArtScience Museum, NEWater Water Centre (Asia’s most sustainable and innovative water plant)
Kuala Lumpur, Malaysia
Petronas Twin Towers, Menara Kuala Lumpur, Chinatown, Batu Caves, Sultan Abdul Samad Building, Bukit Bintang, KL Bird Park, Selayang Night Safari
High Adrenaline Adventure Thrillers
- Singapore River Cruise
- Sentosa Island
- Sentosa Boardwalk
- Sentosa Cable Car
- Universal Studios
- S.E.A Aquarium
- Siloso Beach
- Fort Siloso Skywalk
- Singapore Night Safari
- Beer Tasting
- Singapore River Wonders
- Bird Paradise
- Adventure Sports
Your stay and food will be amazing!
Enjoy a comfortable stay in beautiful Twin Sharing rooms
You will stay at the university hostel for some part of the bootcamp when university sessions are held. And then at a comfortable twin sharing based room at a good hotel. The day you check-in to the day you check-out, you will feel overwhelmed with the hospitality. Relax and unwind as you resign from your stimulating and fun filled days while in Singapore & Malaysia and wake up rejuvenated.
Enjoy smashing finger lickin’ local cuisines and food excursions
A great learning and travel experience cannot be created if the food isn’t awesome. Which is why we make sure that you enjoy your food and drinks during a networking mixer, during sessions or masterclasse whether it is on the street, on the rooftop or on a river cruise. All food expenses are covered in the program fee be it breakfast, brunch, lunch, tea, coffee, snacks or dinner. Did we miss anything :)
Past Glimpses
It is surely an unforgettable experience. Check out more pics here
FAQs
Key Resources
Welcome to ‘The Rebel League’
International learning is for the curious ones who question and not just comply blindly, who pursue learning and not just degrees, who are crazy enough to follow their hearts, to lead the domain they love and raise the bar for others to follow.
Are you a rebel learner? You are, if The Rebel Learner’s Anthem resonates with you.
Contact
Edorer
US Office
18 Bartol Street, San Francisco, CA 94133, USA
Singapore Office
15 Beach Rd, Singapore 189677
India Office
10th floor, RMZ Latitude, Hebbal, Bengaluru, Karnataka 560024, India
Email: friends@edorer.com
Phone USA: +1 415 669 6581
Phone India: 080-47494829
Whatsapp: +91 90088 96004
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