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gaeunseo

データの世界に第一歩を踏み出したいですか？ AIの中核技術である機械学習とディープラーニングをPythonと一緒に学びましょう。この講義は、機械学習とディープラーニングの基礎から実際のアプリケーションまで、段階的に親切に案内します。伝統的な機械学習とディープラーニングは、多くの点で同じ原理と技術スキームに基づいています。したがって、本講義では、2つを別々の科目に分けることなく、1つの連結過程で構成し、入門者が機械学習全般にわたる理解度を高めることができるようにしました。

trimurti

Pythonを活用した機械学習ディープラーニング入門

Do you want to take your first step into the world of data? Learn machine learning and deep learning, the core technologies of AI, with Python. This course will guide you step by step, from the basics of machine learning and deep learning to practical applications. Traditional machine learning and deep learning are based on many of the same principles and technical systems. Therefore, this course does not separate the two into separate subjects, but rather organizes them into one connected course so that beginners can increase their understanding of machine learning as a whole.

입문

초급

중급이상

Machine Learning(ML)

Deep Learning(DL)

파이썬

Python

넘파이

Numpy

판다스

Pandas

Introduction to Machine Learning and Deep Learning Using Python

Hands-on Preparation and Machine Learning Overview

Learn ML Basics

Traditional Machine Learning - Supervised Learning Model part 1

Data set splitting and model performance evaluation metrics

Traditional Machine Learning - Supervised Learning Model part 2

Traditional Machine Learning - Unsupervised Learning Model

Neural Network and Deep Learning

CNN (Convolutional Neural Network) - Convolutional Neural Network

RNN (Recurrent Neural Network)

Unsupervised Learning - Autoencoder

GAN(Generative Aniversarial Network) - Generative Adversarial Network

ML Model Server Deployment