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Supertype
Product & Services
Analytics Products & Services

Data analytics and data engineering services

Business Intelligence & Analytics Dashboard We design and develop custom web dashboards that integrate your data sources, presented in your custom style / branding

Computer Vision Research & Development From flood detection in crop management, to facial recognition and object classification, using the latest in deep learning and AI research

PDF Generation as a Service Supertype Summary creates a highly tailored pipeline that output bespoke PDF in seconds, not days or hours
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Managed Analytics Services & Development Beyond analytics consulting, we can take on the full lifecycle of your data science and analytics project

LLM Development Service Build on OpenAI's language models and open source LLM tooling such as LangChain and LlamaIndex

Data Science by Applications

Implementations of data science in various industries

Data Science for e-Commerce Web analytics, recommender systems, media buying, and price scraping / monitoring

Data Science for Mobile Apps & Games ARPU optimization, in-app analytics, user acquisition tracking and analytics

Data Science for Financial Markets Banks, financial institutions, fund managers and regulatory bodies use analytics and financial market data to gain an edge
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Bespoke solution for enterprises
Advisory & Consulting

Data Science Consulting Services Data Science Consulting for companies that require effective, result-driven advisory on their data analytics process

Portfolio & highlights

Curation of featured projects and enterprise work

Supertype Sectors Indonesia's most comprehensive financial data provider and analytics platform

Project gallery Our data science portfolio and past projects in a gallery view

Supertype Incubator Supertype Incubator is a platform for data scientists and engineers to develop real-world projects sponsored and supported by Supertype
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Enterprise Data Science | Case Studies Learn how we help companies like yours take charge of their analytics initiatives and build winning systems

Articles Field notes and observations by data scientists and engineers on the team
Articles

Data Engineering

Technical articles by data engineers & automation developers solving real-world problems

The Essential Guide to Docker

Setting up Docker Compose v2

Introduction to Apache Airflow

Django REST framework + Custom Permissions

Deploying Machine Learning models with VertexAI on Google Cloud Platform

Streaming Data Pipeline: The Full Cycle 4-part series on building a real-time Streamlit analytics app powered by Kafka, Spark Streaming, Cassandra and MySQL
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Data Science

Articles and first hand observations by data scientists & analytics experts in the field

Data Science for App Reviews Analysis

Automated Keywords Extractions from job descriptions

Serving PyTorch Models with TorchServe

Introduction to RFM analysis in R

Decision Boundaries with PCA and FAMD

River Water Level Monitoring w/ Google Data Studio

Twitter Sentiment Analysis End to End 4-part series on building and deploying a deep learning LSTM model for tweets sentiment scoring
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Building a GPT-3 app with LangChain, Django, and YouTube API A detailed walkthrough of building an AI web application powered by LangChain LLM toolkit and Django
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Full-Cycle Data Science Consultancy
Data Science & Analytics Consulting

Case Study: Central Bank of Indonesia A scalable query-able API service and data archive of public opinion towards monetary policies across 100+ social media channels ft. data engineering, web automation and sentiment analysis

Case Study: Adaro Water Level Prediction Develop an end-to-end analytical infrastructure to facilitate real-time analytics, storage & water level prediction a 1,090km river in Kalimantan ft. deep learning, data engineering & analytics engineering

Case Study: Adaro Predictive Maintenance How Supertype & PT. Saptaindra Sejati (Adaro) built a comprehensive predictive maintenance system that shaves millions off maintenance cost each year
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Case Study: AdColony (Opera) Taking advertising operations and monetisation to the next level using a range of machine learning techniques, ft. unsupervised learning, deep learning

Case Study: Creadits Supertype's data scientists and Creadits combined to produce advertising creatives that are 40% more performant, powered by deep insights into ad creatives' lifespan, ft. Supertype Summary, unsupervised learning

Case Study: Programmatic Media Buying Programmatic audience creation through a bespoke machine-learning-as-an-API service, so media buying on RTB (real-time buying) exchanges are timely and with a stream of pre-qualified audience.

More Data Science Consulting Case Studies
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About
- About Supertype
- Our Team
Contact

Andina Septia

rfm analysis matrix

An introduction to RFM Analysis in R

Leave a Comment / notes, knowledge / By Andina Septia

Customer segmentation and identifying at-risk customer with RFM Analysis. A simple walkthrough with examples in R.

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Supertype International
Supertype Pte. Ltd. (Reg. 202070707N)
160 Robinson Road #14-04 Singapore 068914
Contact Us
Supertype Indonesia
PT. Supertype Teknologi Nusantara (Reg. 1250601)
Office 8, Level 18-A, Jl. Jend. Sudirman Kav. 52-53 Sudirman Central Business District (SCBD) Lot.28

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