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# Memulai dengan IoT
Dalam bagian kurikulum ini, Anda akan diperkenalkan dengan Internet of Things, dan mempelajari konsep dasar termasuk membangun proyek IoT 'Hello World' pertama Anda yang terhubung ke cloud. Proyek ini adalah lampu malam yang menyala saat tingkat cahaya yang diukur oleh sensor menurun.

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# Pengantar IoT
![Gambaran sketchnote dari pelajaran ini](../../../../../translated_images/id/lesson-1.2606670fa61ee904687da5d6fa4e726639d524d064c895117da1b95b9ff6251d.jpg)

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# Investigasi proyek IoT
## Instruksi

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# Raspberry Pi
[Raspberry Pi](https://raspberrypi.org) adalah komputer papan tunggal. Anda dapat menambahkan sensor dan aktuator menggunakan berbagai perangkat dan ekosistem, dan untuk pelajaran ini, kita akan menggunakan ekosistem perangkat keras bernama [Grove](https://www.seeedstudio.com/category/Grove-c-1003.html). Anda akan memprogram Pi Anda dan mengakses sensor Grove menggunakan Python.

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# Komputer papan tunggal virtual
Daripada membeli perangkat IoT beserta sensor dan aktuatornya, Anda dapat menggunakan komputer Anda untuk mensimulasikan perangkat keras IoT. Proyek [CounterFit](https://github.com/CounterFit-IoT/CounterFit) memungkinkan Anda menjalankan aplikasi secara lokal yang mensimulasikan perangkat keras IoT seperti sensor dan aktuator, serta mengakses sensor dan aktuator tersebut dari kode Python lokal yang ditulis dengan cara yang sama seperti kode yang akan Anda tulis di Raspberry Pi menggunakan perangkat keras fisik.

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# Wio Terminal
[Wio Terminal dari Seeed Studios](https://www.seeedstudio.com/Wio-Terminal-p-4509.html) adalah mikrokontroler yang kompatibel dengan Arduino, dilengkapi dengan WiFi serta beberapa sensor dan aktuator bawaan, serta port untuk menambahkan lebih banyak sensor dan aktuator menggunakan ekosistem perangkat keras yang disebut [Grove](https://www.seeedstudio.com/category/Grove-c-1003.html).

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# Penjelajahan Lebih Dalam ke IoT
![Gambaran sketchnote dari pelajaran ini](../../../../../translated_images/id/lesson-2.324b0580d620c25e0a24fb7fddfc0b29a846dd4b82c08e7a9466d580ee78ce51.jpg)

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# Membandingkan dan Membedakan Mikrokontroler dan Komputer Papan Tunggal
## Instruksi

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# Berinteraksi dengan Dunia Fisik Menggunakan Sensor dan Aktuator
![Gambaran sketchnote dari pelajaran ini](../../../../../translated_images/id/lesson-3.cc3b7b4cd646de598698cce043c0393fd62ef42bac2eaf60e61272cd844250f4.jpg)

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# Penelitian sensor dan aktuator
## Instruksi

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# Membuat Lampu Malam - Raspberry Pi
Dalam bagian pelajaran ini, Anda akan menambahkan LED ke Raspberry Pi Anda dan menggunakannya untuk membuat lampu malam.

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# Membuat Lampu Malam - Raspberry Pi
Dalam bagian pelajaran ini, Anda akan menambahkan sensor cahaya ke Raspberry Pi Anda.

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# Membangun Lampu Malam - Perangkat IoT Virtual
Dalam bagian pelajaran ini, Anda akan menambahkan LED ke perangkat IoT virtual Anda dan menggunakannya untuk membuat lampu malam.

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# Membangun Lampu Malam - Perangkat IoT Virtual
Dalam bagian pelajaran ini, Anda akan menambahkan sensor cahaya ke perangkat IoT virtual Anda.

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# Membuat Lampu Malam - Wio Terminal
Dalam bagian pelajaran ini, Anda akan menambahkan LED ke Wio Terminal Anda dan menggunakannya untuk membuat lampu malam.

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# Menambahkan Sensor - Wio Terminal
Dalam bagian pelajaran ini, Anda akan menggunakan sensor cahaya pada Wio Terminal Anda.

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# Hubungkan perangkat Anda ke Internet
![Gambaran sketchnote dari pelajaran ini](../../../../../translated_images/id/lesson-4.7344e074ea68fa545fd320b12dce36d72dd62d28c3b4596cb26cf315f434b98f.jpg)

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# Bandingkan dan bedakan MQTT dengan protokol komunikasi lainnya
## Instruksi

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# Kendalikan lampu malam Anda melalui Internet - Perangkat IoT Virtual dan Raspberry Pi
Dalam bagian pelajaran ini, Anda akan berlangganan perintah yang dikirim dari broker MQTT ke Raspberry Pi atau perangkat IoT virtual Anda.

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# Kendalikan Lampu Malam Anda melalui Internet - Perangkat IoT Virtual dan Raspberry Pi
Perangkat IoT perlu diprogram untuk berkomunikasi dengan *test.mosquitto.org* menggunakan MQTT agar dapat mengirimkan nilai telemetri dari pembacaan sensor cahaya, serta menerima perintah untuk mengontrol LED.

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# Kendalikan lampu malam Anda melalui Internet - Perangkat IoT Virtual dan Raspberry Pi
Dalam bagian pelajaran ini, Anda akan mengirimkan telemetri dengan tingkat cahaya dari Raspberry Pi atau perangkat IoT virtual Anda ke broker MQTT.

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# Kendalikan lampu malam Anda melalui Internet - Wio Terminal
Dalam bagian pelajaran ini, Anda akan berlangganan perintah yang dikirim dari broker MQTT ke Wio Terminal Anda.

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# Kendalikan lampu malam Anda melalui Internet - Wio Terminal
Perangkat IoT perlu diprogram untuk berkomunikasi dengan *test.mosquitto.org* menggunakan MQTT agar dapat mengirim nilai telemetri dengan pembacaan sensor cahaya, serta menerima perintah untuk mengontrol LED.

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# Kendalikan lampu malam Anda melalui Internet - Wio Terminal
Dalam bagian pelajaran ini, Anda akan mengirimkan telemetri dengan tingkat cahaya dari Wio Terminal Anda ke broker MQTT.

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# Bertani dengan IoT
Seiring dengan bertambahnya populasi, permintaan terhadap sektor pertanian juga meningkat. Jumlah lahan yang tersedia tidak berubah, tetapi iklim terus berubah - memberikan tantangan tambahan bagi para petani, terutama 2 miliar [petani subsisten](https://wikipedia.org/wiki/Subsistence_agriculture) yang bergantung pada hasil panen mereka untuk makan dan memberi makan keluarga mereka. IoT dapat membantu petani membuat keputusan yang lebih cerdas tentang apa yang harus ditanam dan kapan harus panen, meningkatkan hasil panen, mengurangi jumlah tenaga kerja manual, serta mendeteksi dan mengatasi hama.

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# Prediksi Pertumbuhan Tanaman dengan IoT
![Gambaran sketchnote dari pelajaran ini](../../../../../translated_images/id/lesson-5.42b234299279d263143148b88ab4583861a32ddb03110c6c1120e41bb88b2592.jpg)

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# Visualisasikan Data GDD Menggunakan Jupyter Notebook
## Instruksi

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# Mengukur Suhu - Raspberry Pi
Dalam bagian pelajaran ini, Anda akan menambahkan sensor suhu ke Raspberry Pi Anda.

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# Publikasikan Suhu - Perangkat IoT Virtual dan Raspberry Pi
Dalam bagian pelajaran ini, Anda akan mempublikasikan nilai suhu yang terdeteksi oleh Raspberry Pi atau Perangkat IoT Virtual melalui MQTT sehingga dapat digunakan nanti untuk menghitung GDD.

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# Mengukur Suhu - Perangkat IoT Virtual
Dalam bagian pelajaran ini, Anda akan menambahkan sensor suhu ke perangkat IoT virtual Anda.

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# Publikasikan Suhu - Wio Terminal
Dalam bagian pelajaran ini, Anda akan mempublikasikan nilai suhu yang terdeteksi oleh Wio Terminal melalui MQTT sehingga dapat digunakan nanti untuk menghitung GDD.

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# Mengukur Suhu - Wio Terminal
Dalam bagian pelajaran ini, Anda akan menambahkan sensor suhu ke Wio Terminal Anda, dan membaca nilai suhu darinya.

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C, diucapkan *I-squared-C*, adalah protokol multi-kontroler dan multi-periferal, di mana setiap perangkat yang terhubung dapat bertindak sebagai kontroler atau periferal yang berkomunikasi melalui bus I²C (nama untuk sistem komunikasi yang mentransfer data). Data dikirim dalam bentuk paket yang ditujukan untuk alamat perangkat tertentu yang terhubung.
> 💁 Model ini sebelumnya disebut master/slave, tetapi istilah ini mulai ditinggalkan karena asosiasinya dengan perbudakan. [Open Source Hardware Association telah mengadopsi istilah kontroler/periferal](https://www.oshwa.org/a-resolution-to-redefine-spi-signal-names/), meskipun Anda mungkin masih menemukan referensi ke istilah lama.

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# Kalibrasi Sensor Anda
## Instruksi

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# Mengukur Kelembapan Tanah - Raspberry Pi
Dalam bagian pelajaran ini, Anda akan menambahkan sensor kelembapan tanah kapasitif ke Raspberry Pi, dan membaca nilai dari sensor tersebut.

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# Mengukur Kelembapan Tanah - Perangkat Keras IoT Virtual
Dalam bagian pelajaran ini, Anda akan menambahkan sensor kelembapan tanah kapasitif ke perangkat IoT virtual Anda, dan membaca nilai dari sensor tersebut.

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# Mengukur Kelembapan Tanah - Wio Terminal
Dalam bagian pelajaran ini, Anda akan menambahkan sensor kelembapan tanah kapasitif ke Wio Terminal, dan membaca nilai darinya.

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# Penyiraman tanaman otomatis
![Gambaran sketchnote dari pelajaran ini](../../../../../translated_images/id/lesson-7.30b5f577d3cb8e031238751475cb519c7d6dbaea261b5df4643d086ffb2a03bb.jpg)

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# Membangun Siklus Penyiraman yang Lebih Efisien
## Instruksi

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# Mengontrol relay - Raspberry Pi
Dalam bagian pelajaran ini, Anda akan menambahkan relay ke Raspberry Pi Anda selain sensor kelembapan tanah, dan mengontrolnya berdasarkan tingkat kelembapan tanah.

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# Mengontrol Relay - Perangkat Keras IoT Virtual
Dalam bagian pelajaran ini, Anda akan menambahkan relay ke perangkat IoT virtual Anda selain sensor kelembapan tanah, dan mengendalikannya berdasarkan tingkat kelembapan tanah.

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# Mengontrol Relay - Wio Terminal
Dalam bagian pelajaran ini, Anda akan menambahkan relay ke Wio Terminal Anda selain sensor kelembapan tanah, dan mengontrolnya berdasarkan tingkat kelembapan tanah.

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# Migrasikan tanaman Anda ke cloud
![Gambaran sketchnote dari pelajaran ini](../../../../../translated_images/id/lesson-8.3f21f3c11159e6a0a376351973ea5724d5de68fa23b4288853a174bed9ac48c3.jpg)

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# Pelajari tentang layanan cloud
## Instruksi

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# Hubungkan perangkat IoT Anda ke cloud - Perangkat IoT Virtual dan Raspberry Pi
Dalam bagian pelajaran ini, Anda akan menghubungkan perangkat IoT virtual atau Raspberry Pi Anda ke IoT Hub, untuk mengirim telemetri dan menerima perintah.

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# Hubungkan perangkat IoT Anda ke cloud - Wio Terminal
Dalam bagian pelajaran ini, Anda akan menghubungkan Wio Terminal Anda ke IoT Hub untuk mengirim telemetri dan menerima perintah.

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# Migrasikan Logika Aplikasi Anda ke Cloud
![Gambaran sketchnote dari pelajaran ini](../../../../../translated_images/id/lesson-9.dfe99c8e891f48e179724520da9f5794392cf9a625079281ccdcbf09bd85e1b6.jpg)

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# Tambahkan Kontrol Manual untuk Relay
## Instruksi

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# Jaga Keamanan Tanaman Anda
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# Membangun Perangkat IoT Baru
## Instruksi

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# Gunakan sertifikat X.509 dalam kode perangkat Anda - Perangkat IoT Virtual dan Raspberry Pi
Dalam bagian pelajaran ini, Anda akan menghubungkan perangkat IoT virtual atau Raspberry Pi Anda ke IoT Hub menggunakan sertifikat X.509.

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# Gunakan sertifikat X.509 dalam kode perangkat Anda - Wio Terminal
Pada saat penulisan, Azure Arduino SDK belum mendukung sertifikat X.509. Jika Anda ingin bereksperimen dengan sertifikat X.509, Anda dapat merujuk ke [Instruksi perangkat IoT virtual menggunakan Python SDK](single-board-computer-x509.md)

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# Transportasi dari pertanian ke pabrik - menggunakan IoT untuk melacak pengiriman makanan
Banyak petani menanam makanan untuk dijual - baik mereka adalah petani komersial yang menjual semua hasil panennya, atau petani subsisten yang menjual kelebihan hasil panen mereka untuk membeli kebutuhan. Bagaimanapun, makanan harus sampai dari pertanian ke konsumen, dan ini biasanya mengandalkan transportasi massal dari pertanian, ke pusat atau pabrik pengolahan, lalu ke toko-toko. Sebagai contoh, seorang petani tomat akan memanen tomat, mengemasnya ke dalam kotak, memuat kotak-kotak tersebut ke dalam truk, lalu mengantarkannya ke pabrik pengolahan. Tomat-tomat tersebut kemudian akan disortir, dan dari sana dikirimkan kepada konsumen dalam bentuk makanan olahan, penjualan ritel, atau dikonsumsi di restoran.

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# Pelacakan Lokasi
![Gambaran sketchnote dari pelajaran ini](../../../../../translated_images/id/lesson-11.9fddbac4b664c6d50ab7ac9bb32f1fc3f945f03760e72f7f43938073762fb017.jpg)

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# Selidiki data GPS lainnya
## Instruksi

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# Membaca Data GPS - Raspberry Pi
Dalam bagian pelajaran ini, Anda akan menambahkan sensor GPS ke Raspberry Pi dan membaca nilai-nilai darinya.

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# Memecahkan Data GPS - Perangkat Keras IoT Virtual dan Raspberry Pi
Dalam bagian pelajaran ini, Anda akan memecahkan pesan NMEA yang dibaca dari sensor GPS oleh Raspberry Pi atau Perangkat IoT Virtual, dan mengekstrak nilai lintang dan bujur.

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# Membaca Data GPS - Perangkat IoT Virtual
Dalam bagian pelajaran ini, Anda akan menambahkan sensor GPS ke perangkat IoT virtual Anda, dan membaca nilai-nilainya.

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# Decode GPS data - Wio Terminal
Dalam bagian pelajaran ini, Anda akan mendekode pesan NMEA yang dibaca dari sensor GPS oleh Wio Terminal, dan mengekstrak lintang dan bujur.

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# Membaca Data GPS - Wio Terminal
Dalam bagian pelajaran ini, Anda akan menambahkan sensor GPS ke Wio Terminal Anda, dan membaca nilai-nilainya.

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# Data Lokasi Toko
![Gambaran sketchnote dari pelajaran ini](../../../../../translated_images/id/lesson-12.ca7f53039712a3ec14ad6474d8445361c84adab643edc53fa6269b77895606bb.jpg)

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# Menyelidiki pengikatan fungsi
## Instruksi

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# Visualisasi Data Lokasi
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# Men-deploy aplikasi Anda
## Instruksi

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# Geofences
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# Kirim Notifikasi Menggunakan Twilio
## Instruksi

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# Manufaktur dan Pemrosesan - menggunakan IoT untuk meningkatkan pemrosesan makanan
Setelah makanan mencapai pusat distribusi atau pabrik pengolahan, makanan tersebut tidak selalu langsung dikirim ke supermarket. Sering kali, makanan melalui sejumlah langkah pemrosesan, seperti penyortiran berdasarkan kualitas. Ini adalah proses yang dulunya dilakukan secara manual - dimulai di ladang ketika para pemetik hanya memetik buah yang matang, lalu di pabrik buah tersebut akan berjalan di atas ban berjalan dan karyawan secara manual akan mengeluarkan buah yang memar atau busuk. Setelah pernah memetik dan menyortir stroberi sendiri sebagai pekerjaan musim panas saat sekolah, saya bisa bersaksi bahwa ini bukan pekerjaan yang menyenangkan.

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# Melatih Detektor Kualitas Buah
![Gambaran sketchnote dari pelajaran ini](../../../../../translated_images/id/lesson-15.843d21afdc6fb2bba70cd9db7b7d2f91598859fafda2078b0bdc44954194b6c0.jpg)

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# Latih pengklasifikasi Anda untuk berbagai buah dan sayuran
## Instruksi

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# Periksa Kualitas Buah dari Perangkat IoT
![Gambaran sketchnote dari pelajaran ini](../../../../../translated_images/id/lesson-16.215daf18b00631fbdfd64c6fc2dc6044dff5d544288825d8076f9fb83d964c23.jpg)

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# Menanggapi hasil klasifikasi
## Instruksi

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# Menangkap Gambar - Raspberry Pi
Dalam bagian pelajaran ini, Anda akan menambahkan sensor kamera ke Raspberry Pi dan membaca gambar darinya.

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# Klasifikasi Gambar - Perangkat IoT Virtual dan Raspberry Pi
Dalam bagian pelajaran ini, Anda akan mengirimkan gambar yang diambil oleh kamera ke layanan Custom Vision untuk diklasifikasikan.

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# Tangkap Gambar - Perangkat IoT Virtual
Dalam bagian pelajaran ini, Anda akan menambahkan sensor kamera ke perangkat IoT virtual Anda, dan membaca gambar darinya.

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# Menangkap Gambar - Wio Terminal
Dalam bagian pelajaran ini, Anda akan menambahkan kamera ke Wio Terminal Anda dan menangkap gambar darinya.

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# Klasifikasi Gambar - Wio Terminal
Dalam bagian pelajaran ini, Anda akan mengirimkan gambar yang diambil oleh kamera ke layanan Custom Vision untuk diklasifikasikan.

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# Jalankan Detektor Buah Anda di Perangkat Edge
![Gambaran sketchnote dari pelajaran ini](../../../../../translated_images/id/lesson-17.bc333c3c35ba8e42cce666cfffa82b915f787f455bd94e006aea2b6f2722421a.jpg)

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# Jalankan layanan lain di edge
## Instruksi

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# Mengklasifikasikan Gambar Menggunakan Pengklasifikasi Gambar Berbasis IoT Edge - Perangkat Keras Virtual IoT dan Raspberry Pi
Dalam bagian pelajaran ini, Anda akan menggunakan Pengklasifikasi Gambar yang berjalan di perangkat IoT Edge.

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# Membuat Mesin Virtual yang Menjalankan IoT Edge
Di Azure, Anda dapat membuat mesin virtual - sebuah komputer di cloud yang dapat Anda konfigurasi sesuai keinginan dan menjalankan perangkat lunak Anda sendiri di dalamnya.

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# Klasifikasikan gambar menggunakan pengklasifikasi gambar berbasis IoT Edge - Wio Terminal
Dalam bagian pelajaran ini, Anda akan menggunakan Pengklasifikasi Gambar yang berjalan di perangkat IoT Edge.

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# Memicu Deteksi Kualitas Buah dari Sensor
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# Membangun Detektor Kualitas Buah
## Instruksi

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# Deteksi Kedekatan - Raspberry Pi
Dalam bagian pelajaran ini, Anda akan menambahkan sensor kedekatan ke Raspberry Pi Anda, dan membaca jarak darinya.

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# Deteksi Kedekatan - Perangkat IoT Virtual
Dalam bagian pelajaran ini, Anda akan menambahkan sensor kedekatan ke perangkat IoT virtual Anda, dan membaca jarak darinya.

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# Deteksi Kedekatan - Wio Terminal
Dalam bagian pelajaran ini, Anda akan menambahkan sensor kedekatan ke Wio Terminal Anda, dan membaca jarak darinya.

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# Retail - menggunakan IoT untuk mengelola tingkat stok
Tahap terakhir sebelum makanan sampai ke konsumen adalah ritel - pasar, toko buah, supermarket, dan toko yang menjual produk kepada konsumen. Toko-toko ini ingin memastikan mereka memiliki produk yang tersedia di rak untuk dilihat dan dibeli oleh konsumen.

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# Melatih Detektor Stok
![Ikhtisar sketchnote dari pelajaran ini](../../../../../translated_images/id/lesson-19.cf6973cecadf080c4b526310620dc4d6f5994c80fb0139c6f378cc9ca2d435cd.jpg)

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# Bandingkan Domain
## Instruksi

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# Periksa Stok dari Perangkat IoT
![Gambaran sketchnote dari pelajaran ini](../../../../../translated_images/id/lesson-20.0211df9551a8abb300fc8fcf7dc2789468dea2eabe9202273ac077b0ba37f15e.jpg)

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# Gunakan detektor objek Anda di perangkat edge
## Instruksi

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# Hitung stok dari perangkat IoT Anda - Perangkat Keras IoT Virtual dan Raspberry Pi
Kombinasi prediksi dan kotak pembatas dapat digunakan untuk menghitung stok dalam sebuah gambar.

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# Panggil detektor objek Anda dari perangkat IoT - Perangkat Keras IoT Virtual dan Raspberry Pi
Setelah detektor objek Anda dipublikasikan, Anda dapat menggunakannya dari perangkat IoT Anda.

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# Hitung stok dari perangkat IoT Anda - Wio Terminal
Kombinasi prediksi dan kotak pembatas dapat digunakan untuk menghitung stok dalam sebuah gambar.

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# Panggil detektor objek Anda dari perangkat IoT - Wio Terminal
Setelah detektor objek Anda dipublikasikan, Anda dapat menggunakannya dari perangkat IoT Anda.

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# IoT Konsumen - Membangun Asisten Suara Pintar
Makanan telah ditanam, diangkut ke pabrik pengolahan, disortir untuk kualitas, dijual di toko, dan sekarang saatnya memasak! Salah satu alat utama di dapur adalah pengatur waktu. Awalnya, pengatur waktu ini berbentuk jam pasir - makanan Anda matang ketika semua pasir telah mengalir ke bagian bawah. Kemudian berkembang menjadi mekanik, lalu elektrik.

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# Mengenali Ucapan dengan Perangkat IoT
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## Instruksi
## Rubrik

9
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# Menangkap Audio - Raspberry Pi
Dalam bagian pelajaran ini, Anda akan menulis kode untuk menangkap audio pada Raspberry Pi Anda. Penangkapan audio akan dikendalikan oleh sebuah tombol.

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