The power of data analytics
🕵️♂️ KARIR DATA PROFESIONAL DI ERA GEN-AI: Siapa yang Selamat, Siapa yang Terancam? 📊🤖 Banyak yang tanya: “Bang, mending jadi Data Analyst, Engineer, atau Scientist?”Gajinya beda, kerjanya beda, dan nasibnya di hadapan ChatGPT & Agentic AI juga beda jauh! Apakah AI cuma jadi asisten, atau malah jadi pengganti? Mari kita bedah 3 profesi ini dengan … Read more
Next: Part 2 Google Big Query (GBQ) as a serverless service from Google Serverless is one of big data solution to watch in 2018 according to Computer World UK (/compwuk). Google BigQuery (GBQ) is an example of enterprise-grade serverless service (either Function-as-a-Service, FaaS or Datawarehouse-as-a-Service) offered by Google Cloud Platform. GBQ was first launched as … Read moreGoogle BigQuery, a serverless Datawarehouse-as-a-Service to batch query huge datasets (Part 1)
Use of polyglot application for big data exploratory will be more important in the future. It allows us to run multiple interpreters in a single notebook and transfer variables among multiple kernels. The use of multiple language programming give unleashes the strong points from each interpreter.
Google Colab, a serverless notebook service provided by Google, offers the hosted runtime (kernel) with 3 options: 1) without GPU: 2 CPUs. 13 GB RAM, 50 GB disk2) with GPU: 2 CPUs, 13 GB RAM, 358 GB disk3) with TPU: 2 CPUs, 13 GB, 50 GB disk In most cases, the offered resource (CPU, RAM, … Read moreLocal runtime on Google Colab
My key takeaway: these 3 books agree on one thing: in the age of cutting-edge technology implementation like AI, social media; social science (i.e., the knowledge about how we understand interpersonal interaction) is needed more than ever today. Lee accentuates that jobs related to understanding human such as caregivers will have an important role in … Read moreBook review: AI Super Powers, Social Physics, Sensemaking
Another book with controversial ideas: instead of attaining the purpose of the objectives as intended, big data algorithms turn out to be a “destructive weapon”, e.g., being used as political propaganda rather than democracy mean, prejudice enforcement rather than crime prediction, exploiting “false positive” marginal groups rather than providing fair treatment to population, shifting the … Read moreBook review: Weapons of math destruction
Dealing with call detail records generated by mobile telecom (i.e., Base Subscriber Subsystem, Mobile Switching Center, and Billing System) was my job during 2005-2010. In the old days, we used those massive data to profile customers and further design a geographical marketing offer, like Flexi Bebas Bicara. I just realized those data contain so much … Read moreUse of CDRs to investigate disease spread
I was so lucky visiting the annual Big Data Expo @ Utrecht, the Netherlands on 19-20 September 2018 (https://www.bigdata-expo.nl/en) Here are some presentations I could capture:1. HOW TABLEAU ENABLED ABN AMRO TO VISUALIZE BIG DATA EFFICIENTLY (https://www.dropbox.com/sh/piazgsw9esw8dsl/AAAjjdjNNQFO0AbDRGyVns6ya?dl=0)2. HOW TO LET AN ELEPHANT DANCE; IMPLEMENTATION OF A DATA LAKE IN NEAR REAL-TIME AT A DUTCH INSURER … Read moreBig Data Expo NL
I just realized the newest version of MySQL (version 8.0) supported oracle-based “analytic function”, meanwhile his sister MariaDB had those two years ago.
The demo that you’ll always see at any AI/IoT expo/exhibition!The difference is that I’m using my Android instead of a PC or a development board like Rasberry Pi. The application could be downloaded from Google Play (not mine!). Its name is Object Detector and Classifier (Try it! Believe me, it’s fun!). It uses Mobilenet v2 … Read moreDeep learning inference on android phone