![]() This approach not only improved the readability and maintainability of my code but also made it more adaptable for future projects. Pipelines: Creating clear and concise pipelines for both training and prediction.Model Trainer: Building a robust model training with hyperparameter tuning.Transformation: Transforming the data into labels and features and then splitting them.Data Ingestion: Clean and efficient data loading and preprocessing.The following were the components that the code modular: ![]() The code was of the Sign Language Detection project. §These functions are supported only in Controller Mode.Today, I decided to level up my skills by making my Jupyter notebook code more modular and structured. †These functions are supported only in Standalone Mode. For OpenVPN, ER706W-4G can connect with up to 5 VPN servers. △For PPTP VPN and L2TP VPN, ER706W-4G can connect with up to 10 VPN servers. It may be unavailable in some regions or countries due to regulatory restrictions. ‡Use of WiFi 6 (802.11ax) and its features, including OFDMA, HE160, and 1024-QAM, requires clients to support the corresponding features. The 160 MHz bandwidth is only available on the 5 GHz band. Please refer to to confirm the specific models. ![]() Additionally, ER706W-4G also supports standalone mesh. Please refer to to confirm which Omada EAPs are compatible with Omada Mesh. ![]() * △Omada Mesh Technology requires the use of EAPs that support mesh functionality. Factors affecting 4G speeds include the internet service plan, real-time network capacity, equipment and client limitations, and environmental factors. **Actual 4G downlink speeds vary between buildings. Actual wireless data throughput and coverage are not guaranteed and will vary. *Maximum wireless signal rates are the physical rates derived from IEEE Standard 802.11 specifications. ![]()
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