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

Day #2 of deep learning with YOLO 😉

 

Today we will test object detection with darknet and darkflow configuration

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

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

Some of the participants use Google Colab so they can make use of the GPU 😉

An example of the object detection we learned today 🙂

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

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ProCodeCG – BDV – Creating Private Blockchain – 11 Dec 2018 – Day #3 #4

Day #3 and #4 of Creating Private Blockchain Workshop 🙂

Today we develop a blockchain implementation for election/voting 🙂

Election Results 🙂

The code

The class

Setting up for vlog 😀

After class

Having big headache LOL

*Photos and videos are also available here

ProCodeCG – BDV – Creating Private Blockchain – 3 Dec 2018 – Day #1 #2

 

We’re ready to create our private blockchain today 🙂

Mbak Ayu from BDV is opening the workshop 🙂 Thanks to BDV for providing us with everything: classroom, internet connection, lunch and great opportunities to learn together 🙂

Now Blockchain opportunities 🙂

How transaction is performed and recorded

A simple blockchain demo

The class

Some screenshots of what we did in class 😉

We can do transactions and even stealing each other ether 😀

A big leap today 🙂 Going to learn how to do voting with blockchain on the next class 🙂

*Photos and videos are also available here

ProCodeCG – BDV – Intermediate Machine Learning with Python – 19 Nov 2018 – Day #3 #4

Today we learn how to train using a dataset to recognize handwriting

Installing and debugging process

and then we took video of all participants’ face to be feed in to the training data and be processed for later recognition

lining up for the recognition process

The tools and the crew of PT. RKB doing the whole face recognition process

The class 🙂

so many things we have learned today 🙂 The server crashed while processing the face data but this showed us the kind of obstacles that might occurs in the process of machine learning 😉

See you again on the next topics 😉

 

ProCodeCG – BDV – Intermediate Machine Learning with Python – 12 Nov – Day #2

Day #2: continuing our chatbot development plus finishing installation and sorting out problems 😉

*Pics courtesy of Telkom BDV

 

ProCodeCG – BDV – Intermediate Machine Learning with Python – 5 Nov 2018 – Day #1

We create ChatBots 😉

There are lots of participants, some of them should learn outside the class 🙂 Thank you so much BDV for providing excellent facilities 🙂

 

*Photos and videos are also available here

ProCodeCG – BDV – Intermediate Data Analysis with Python – Day #4

The last day of the workshop 🙂 We learned how to get positive and negative comments and analyse it 🙂

We use data from AirBnB and Twitter, and also learned some GraphQL formats from Instagram 🙂

We learned so much we couldn’t upload it all here 🙂 Until the next workshop 😉

ProCodeCG – BDV – Intermediate Data Analysis with Python – Day #3

Day #3, start using natural language toolkit and then analyse the summary 😉

ProCodeCG – BDV – Intermediate Data Analysis with Python – Day #1 #2

A new series Technical Series 🙂 Today we learned 2 sessions of how to analyse open data with Python 🙂 We used AirBnB data as the study case. We installed LOTS of libraries to including natural language library 😉 How the class went is showed on the following pics 😉

ProCodeCG – BDV – Machine Learning with Python Workshop – Session #1 & #2 – 13 Aug 2018

ProCodeCG Machine Learning with Python Workshop has been started today 🙂 We compressed two sessions into one day, and the other two on the next Wednesday

A glimpse of what we learned today, from the history of Artificial Intelligence, Machine Learning and Deep Learning

We have finished a cycle of installing, setting up, getting data set, retraining and testing today 🙂

Here’s the result:

The result on TensorBoard

We’ll gonna learn deeper about TensorFlow on Wednesday 🙂