[Ulasan] Hands-On Machine Learning with Scikit-Learn and PyTorch (Aurélien Géron) Ringkasan.

[Ulasan] Hands-On Machine Learning with Scikit-Learn and PyTorch (Aurélien Géron) Ringkasan.
9Natree Indonesia
[Ulasan] Hands-On Machine Learning with Scikit-Learn and PyTorch (Aurélien Géron) Ringkasan.

Jul 02 2026 | 00:08:06

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Episode July 02, 2026 00:08:06

Show Notes

Hands-On Machine Learning with Scikit-Learn and PyTorch (Aurélien Géron)

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#overfittingdantuninghiperparameter #alurkerjamachinelearningendtoend #scikitlearnuntukdatapreprocessingdanevaluasimodel #PyTorchuntukCNNRNNdantransformers #finetuningmodelpralatih #HandsOnMachineLearningwithScikitLearnandPyTorch

Hands-On Machine Learning with Scikit-Learn and PyTorch: Concepts, Tools, and Techniques to Build Intelligent Systems karya Aurélien Géron adalah buku nonfiksi teknis tentang machine learning dan deep learning yang berfokus pada praktik langsung. Buku ini dirancang untuk pembaca yang ingin belajar membangun sistem cerdas dengan Python, memakai scikit-learn untuk alur kerja machine learning klasik, lalu PyTorch untuk jaringan saraf dan model deep learning yang lebih maju. Pendekatannya menekankan pemahaman konsep penting seperti overfitting, validasi model, pengaturan hiperparameter, dan pemrosesan data, tetapi selalu dihubungkan dengan contoh nyata dan kode yang bisa dipakai. Karena itu, buku ini cocok bagi pelajar, profesional, dan penggemar teknologi yang sudah punya dasar pemrograman dan ingin naik level secara sistematis. Fokus utamanya bukan teori abstrak, melainkan cara menyelesaikan proyek machine learning dari awal sampai akhir dengan metode yang dapat diterapkan di dunia kerja.

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