ProCodeCG – Tel U – School of Computing – Data Science Training – Day #2 – 7 August 2019

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Day #2 of Data Science Training at School of Computing – Telkom University πŸ™‚

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Today we learn how to crawl data from Instagram, processing it, make analysis and visualisation

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The data

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The results

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this is the result of very latest topics πŸ˜‰

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Thank you very much to School of Computing – Telkom University giving ProCodeCG an honour to share a bit what we know about Data Science πŸ™‚

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ProCodeCG – LAPAN – BackEnd Programming Training – 30 July 2019

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Today ProCodeCG is very proud to give training for LAPAN (Lembaga Penerbangan dan Antariksa Nasional/The National Institute of Aeronautics and Space).

Bapak Adi Witono, MSi, Division Head of Program and Facility Division – Space Science Center LAPAN (Kepala Bidang Program & FasilitasΒ Pusat Sains Antariksa LAPAN)Β  andΒ Dr. Emanuel Sungging Mumpuni, Division Head of Dissemination – Space Science Center LAPANΒ (Kepala Bidang Diseminasi, Pusat Sains Antariksa LAPAN) give opening speech before the training started

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The participants have different education backgrounds and come from different divisions with different job descriptions

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Some of we learned today πŸ™‚ We learned BackEnd Programming withΒ PHP

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MySQL

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creating login app with PHP to access database

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displaying data from database

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and then we learned to use Python for Data Science πŸ™‚ We begin with data visualization πŸ™‚

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we used example data

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and then started to use specific data used in the office (each participant should use own specific data)

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we tested data in .txt, .csv and also .json

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This is Observation Room in LAPAN, displaying real data from space πŸ™‚ We will give report about this next time when we have opportunity to visit this room and see things closer πŸ™‚

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Thanks LAPAN for inviting ProCodeCG πŸ™‚ Hoping to be able to visit LAPAN again very soon πŸ™‚

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*Photos and videos are also available here

ProCodeCG – Reviewing – Coding Mum for Disabilities – 22 July 2019

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It is an honour for ProCodeCG to be invited by Coding Mum for Disabilities and Art Therapy Center to review the presentation of the participants of the class who had learned front end programming (HTML, CSS, JavaScript) for 8 days in a row πŸ™‚ The facts that the participants can produce amazing website design shows their hard work and of course the mentors πŸ™‚

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Opening Speech by Ibu Anun, Special Treatment Program Coordinator

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The students who will presentate their works

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Prayudi Utomo, the Lead Mentor

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Nabila

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Edo

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Khalil

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Krisna Nugraha

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Salma

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Putri

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Ghausu Silmi

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Fitri

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Betara

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Kintan

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Hilman

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Luthfi

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Luthfi’s drawing Ibu Poppy Savitri, Director of Creative Economy Education – Bekraf

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Bisma

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Danika

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Narendra (with his father)

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The sign language interpreters

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Closing Speech by Ibu Poppy Savitri, Director of Creative Economy Education – Bekraf

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Ibu Poppy and Ibu Susi (CEO of Kolla) handing over certificates for Coding Mum for Disabilities Participants

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Closing applause πŸ™‚

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*Photos and videos are also available here

YouTube Video:

ProCodeCG – BDV – Technical Series #8 – Machine Learning Object Detection with YOLO – 8 April 2019 – Day #3 #4

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We finished the #3 and #4 session today πŸ˜‰

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We explored both darknet and darkflow object detection today. This is the example of darkflow object video with camera

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We tried very hard to make either darknet or darkflow works on each computer

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Some of the results today

 

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The project today is to create our own dataset of 3 kind of instant noodle: Indomie, Supermie and MiSedap. We had to download the picture, put box around it and label it, make the system learn and then see if it can classify or detect the object

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At the end of the class we were still figuring out about how to get the new weights to train our dataset. The process took lots of time, we had to continue the rest at home πŸ™‚

 

*Photos and videos are also available here
Most of the photos are courtesy of Telkom Bandung Digital Valley

ProCodeCG – BDV – Technical Series #8 – Machine Learning Object Detection with YOLO – 8 April 2019 – Day #2

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Day #2 of deep learning with YOLO πŸ˜‰

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Today we will test object detection with darknet and darkflow configuration

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It of course took a lot of effort and resources (in terms of time and computational resources :D)

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Every participants are free to decide darkflow or darknet. But both implementations are expected.

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Some of the participants use Google Colab so they can make use of the GPU πŸ˜‰

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An example of the object detection we learned today πŸ™‚

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*Photos and videos are also available here
Most of the photos are courtesy of Telkom Bandung Digital Valley

ProCodeCG – BDV – Technical Series #8 – Machine Learning Object Detection with YOLO – 1 April 2019 – Day #1

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Our training about Deep Learning and YOLO for object detection, Day #1 πŸ˜‰

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Like usual, the first day of the workshop is about basic theories and then installing saga πŸ™‚

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Our target for today is installing Python, virtualenv, tensorflow, requests, numpy, cython, opencv, and nmv

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but since there are lots of operating systems and configurations, we could go as far as installing virtualenv and tensorflow and for some: hello world in tensorflow

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The complexity of the tasks is shown here πŸ˜€ *look at the faces LOL

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Next week we will learn about object detection theories and continue the installations πŸ˜‰

*Photos and videos are also available here. Most of the photos are courtesy of Telkom Bandung Digital Valley

ProCodeCG – DevCember 2018 – 22 Dec 2018

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Today we’re invited here to speak about Machine Learning and IoT πŸ™‚

ProCodeCG Kids wait for their turn πŸ™‚

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We gave a demo about Object Detection with Tensorflow to count objects πŸ™‚

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and example of counting objects from a few days before

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and then we took the picture of the audience

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and count the people and it worked πŸ˜‰

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Us after the presentation πŸ™‚ Thanks for joining the short class πŸ™‚

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Now it’s ProCodeCG Kids turn πŸ™‚

Fadhlan with his brother: Farshad πŸ™‚

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Preparing the slides while babysitting πŸ˜€

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Capt. Awa preparing the presentation

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This cat feeder will be activated via wifi πŸ™‚

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Nares preparing the slides πŸ™‚

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The whole family is there to support the kids πŸ˜‰

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Now the presentation πŸ˜‰ Capt. Awa

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The audience πŸ˜‰

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Fadhlan

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Nares

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The audience answered our questions correctly got a gift from Traveloka πŸ™‚

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Closing speech πŸ™‚

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So proud to be able to be speakers on this awesome event πŸ™‚

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*Photos and videos are also available here