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How to use K-Means and DBSCAN Algorithm for unsupervised learning tasks

May 16, 2024
by pondabrothers
6 min read
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K-Means Algorithm: Explanation:K-Means is a popular clustering algorithm used for partitioning a dataset into a set of K distinct, non-overlapping clusters. The algorithm aims to minimize the within-cluster variance, meaning...

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Autonomous Greenhouse Indoors

October 30, 2022
by pondabrothers
4 min read
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Parts and materials Arduino Nano R3Arduino 4 Relays ShieldUltrasonic Sensor – HC-SR04 (Generic)PIR Motion Sensor (generic)LED (generic)Adafruit Standard LCD – 16×2 White on BlueDFRobot Gravity: Analog...

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A glove with text and voice translation for sign language

September 29, 2022
by pondabrothers
10 min read
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Parts and materials Arduino Nano R3HC-05 BluetoothFlex SensorAdafruit Analog Accelerometer: ADXL335Resistor 10k ohm Essential equipment and devices Soldering iron (generic)Hot glue gun (generic)Solder Wire, Lead...

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How to build GPL3+ WiFi IR Blaster

September 17, 2022
by pondabrothers
12 min read
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SUPPLIES AND COMPONENTS Espressif ESP8266 ESP-01Arduino Nano R3General Purpose Transistor NPNAdafruit IR LEDs TOOLS AND MACHINES REQUIRED Soldering iron (generic) CONTENT AND ONLINE SERVICES Arduino IDENodeMCU...

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