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

Standard

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

photo6310089587220916344

Screen Shot 2018-11-18 at 20.11.48 Screen Shot 2018-11-18 at 20.12.04

Screen Shot 2018-11-18 at 20.20.51 Screen Shot 2018-11-18 at 20.38.09

Screen Shot 2018-11-18 at 19.56.38

Installing and debugging process

photo6309986314732284029 photo6309986314732284031

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

IMG_9174

IMG_9175

lining up for the recognition process

IMG_9179

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

IMG_9181

IMG_9182

IMG_9183

IMG_9184

The class πŸ™‚

IMG_9176 IMG_9177

IMG_9186

IMG_9188

so many things we have learned today πŸ™‚ 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 πŸ˜‰

See you again on the next topics πŸ˜‰

 

Advertisements

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

Standard

Day #2: continuing our chatbot development plus finishing installation and sorting out problems πŸ˜‰

photo6291547960001013846

photo6291672479692859361

photo6291547960001013859

photo6291547960001013855

photo6291672479692859378

photo6291672479692859368

photo6291672479692859380

photo6291672479692859381

photo6291547960001013845

*Pics courtesy of Telkom BDV

 

ProCodeCG Kids Regular Coding Class – 25 August 2018

Standard

This is how we spend our Saturday morning πŸ™‚

IMG_3400

IMG_3399

IMG_3422

Kevin was ready to assembly his robot πŸ™‚

IMG_3362

IMG_3370

Small bolts and nuts drive Kevin a bit nuts but he has to learn to deal with this πŸ™‚ You can do it dude!

IMG_3383

Sul had fixed his printer in Minecraft and ready to make another challenging creations

IMG_3363

Sul discussed with Awa on what’s to do next πŸ™‚

IMG_3372

IMG_3388

And then Sul decided to make a rocket πŸ™‚

IMG_3405

Sul’s rocket πŸ™‚

IMG_3412

Capt. Awa was working on several things: GameMaker and Minecraft *seemed that he wanted to have a break from doing hardware things πŸ˜€

IMG_3364

Awa is very good at designing structures with mechanical and electronics movement in Minecraft. This one is a prison that has sensors to activate the bars to close when someone is trying to get out

IMG_3377

IMG_3378

IMG_3379

Awa had successfully improved his printer to be more precise πŸ˜‰

IMG_3391

IMG_3392

now it prints the exact pattern πŸ™‚

IMG_3395

Awa was given another challenge: to create a running text and he made the prototype πŸ™‚ Very impressive!

IMG_3401

Another challenge from Pak Bullit Sr. πŸ˜€

IMG_3408

Capt. Faris continued his Machine Learning project by running some training on a cloud computing server service

IMG_3365

Djalu have finished lots of levels of CodeCombat and learned lots of syntax in Python

IMG_3366

IMG_3368

Djalu solved lots of challenges in CodeCombat. This is good for enhancing his problem solving skill.

IMG_3380

IMG_3396

IMG_3418

We had a newcomer: Faishal πŸ™‚

IMG_3367

Faishal is a 10th grader and can finish the tasks very quickly

IMG_3369

IMG_3376

Faishal, undoubtedly, is a very logic and focus thinker

IMG_3397

IMG_3404

Next time Faishal will be given more challenges before move on to the next subject

IMG_3419

One of the ProCodeCG hearthtrobs πŸ˜€ Fadhlan

IMG_3375

IMG_3406

IMG_3420

IMG_3416

Fadhlan unboxing the stuff we have just shopped and start to rebuild and improve his robot πŸ™‚

IMG_3371

Fadhlan had to replace some components and add more πŸ˜€

IMG_3374

Fadhlan has his own ways to make things work. A young Tony StarkΒ πŸ˜€

IMG_3382

IMG_3411

Yogi came with lots of progress: He made a really cool background for his game, and he wrote lots of lines of code to make the object moves smoothly

IMG_3386

IMG_3389

IMG_3407

IMG_3415

IMG_3417

Fathan was given a new project: to create a Plants vs Zombie game with GameMaker, which he accepted right away πŸ˜€

IMG_3387

Fathan started to collect the assets

IMG_3398

IMG_3409

Fathan had created most of the sprites and the object, and also the room! This is exciting πŸ™‚

IMG_3410

We will observe the progress next week πŸ™‚

*Photos and videos are available here

ProCodeCG Kids Regular Coding Class – 18 August 2018

Standard

The spirit of Independence Day is still so loud and strong today πŸ™‚

IMG_2934

IMG_2935

Uno looked very excited to continue the lesson

IMG_2917

Uno should learn to build some structures using examples from the book πŸ™‚

IMG_2931

Kevin moved on to the next lesson before starting his robotic assembling next week πŸ™‚

IMG_2918

IMG_2930

Kevin had finished the task to control a RGB led to give the colors entered from the console

IMG_2939

IMG_2940

IMG_2941

IMG_2942

IMG_2946

Fadhlan was really determined to make his robot work πŸ™‚

IMG_2919

IMG_2929

IMG_2945

It is always amazing to see how kids can be so determined πŸ™‚ And finally Fadhlan robot worked! It moved around! YAAAAYYY!!!

IMG_2953

While Sam has started another awesome game creation πŸ˜‰

IMG_2920

IMG_2928

IMG_2954

Capt. Faris started his TensorFlow research again. He activated ProCodeCG server on PaperSpace and start running the learning on the machine again

IMG_2921

Surprise! Edo brought his little brother, Wibi πŸ™‚

IMG_2922

Edo will start to learn about shell scripting πŸ˜‰

IMG_2927

Wibi is only 5 years old and we’re going to teach him some logics using Minecraft πŸ™‚

IMG_2923

IMG_2926

Capt. Syahna helped Wibi to learn step by step πŸ™‚

IMG_2937

Kinan had finished her Flappy Bird project and ready for another (more challenging) ones πŸ™‚

IMG_2924

IMG_2933

Kinan’s next project: Tetris πŸ™‚

IMG_2943

IMG_2952

IMG_2955

IMG_2956

Fadhlan was having problems with GameMaker scripts

IMG_2951

Fathan is working on the game to make it runs smoother. Sam helped a lot.

IMG_2944

There will always be challenges and things to learn and do and that’s why this class is keep going: because we have the brightest minds fueling it up! πŸ˜‰

 

 

 

*Notes: pictures and videos are available here

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

Standard

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

IMG_2478

IMG_2481

IMG_2482

IMG_2484 IMG_2487

IMG_2488 DYFQ9802

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

IMG_2483

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

Here’s the result:

Bildschirmfoto 2018-08-13 um 12.33.53 PM

Bildschirmfoto 2018-08-13 um 12.52.28 PM

The result on TensorBoard

Bildschirmfoto 2018-08-13 um 12.08.45 PM

We’ll gonna learn deeper about TensorFlow on Wednesday πŸ™‚

ProCodeCG Kids Regular Coding Class – 10 Mar 2018

Standard

An extraordinary regular thing for us every Saturday: kids coding class πŸ˜‰

IMG_0140

IMG_0159

IMG_0169

Hello Capt. Awa πŸ˜‰

IMG_0141

Awa was really busy working on his vending machine project

IMG_0151

IMG_0152

the schematic

IMG_0153

components

IMG_0154

IMG_0155

IMG_0173

IMG_0156

IMG_0170

Awa is going to present this work in Malaysia very soon πŸ™‚

IMG_0172

Well, even a Captain needs a break πŸ˜€ *Awa having breakfast πŸ˜€

IMG_0184 2

Fathan, is a determined game maker πŸ™‚

IMG_0142

Fathan worked for three straight hours improving this game πŸ™‚

IMG_0139

IMG_0146

IMG_0163

Fathan kept adding things to the game, and tried different ways to do things like displaying scores with two different ways πŸ™‚

IMG_0178

A very impressive game πŸ™‚ It has every components required in this kind of game πŸ˜‰

IMG_0181

Sam is a focus fast learner

IMG_0143

IMG_0417

The first sprite

IMG_0147

the first moves

IMG_0162

and the game grew so quickly into a full featured one πŸ™‚

IMG_0167

Sam is certainly know how to create interesting games πŸ™‚

IMG_0418 2

Capt. Faris had loads of work and research to do

IMG_0144

IMG_0149

Faris was given a task to parse data crawled from instagram πŸ™‚

IMG_0150

And prepare other captain to catch up with the research πŸ™‚

IMG_0416 2

Aidia πŸ™‚ A bubbly, cheerful and passionate little girl πŸ™‚

IMG_0145

Aidia likes to create things in Minecraft

IMG_0148

 

IMG_0164

Aidia was given a project to create a 2 storied house with elevator πŸ™‚

IMG_0165

Aidia always pays attention to little details πŸ™‚

IMG_0414

Danen was also working on his game and improving them πŸ™‚ He worked on several games at the same time πŸ™‚

IMG_0158

IMG_0160 IMG_0161

Danen also discussed with Capt. Awa about the game

IMG_0171

IMG_0179

And produced something like this LOL

IMG_0180

Vian (left) and Ain (right) were still doing the same Minecraft project

IMG_0168

IMG_0176

Vian was responsible to help Aidia learning more about Minecraft commands πŸ˜‰

IMG_0174

Aaaand, we had Capt. Malik back!!!

IMG_0177

Capt. Faris (left) helped Capt. Malik to install things required to catch up with our research and projects πŸ˜‰

IMG_0182

Two of the best captains of ProCodeCG πŸ˜‰

IMG_0183

Malik was going to be help Faris to do Machine Learning research

IMG_0186

So Malik has to install Python, TensorFlow and all the dependencies πŸ™‚

IMG_0187

IMG_0415

We had a students of Business and Management, Telkom University visiting our class and did some interviews, including to the CFO, Capt. Syahna πŸ˜€

IMG_0166

Can’t wait until the next Saturday πŸ™‚ See you kids very soon πŸ˜‰