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"Beyond Data Analysis: Mastering Predictive Modeling with 5 Real-World Projects (45 Lectures Total)"
Have you finished learning data analysis but feel stuck when it's time to actually build a model? Beyond simply learning how to call libraries, this course will help you fully master the inner workings of algorithms and optimal model validation strategies—ranging from Titanic survival prediction to spam text classification. Systematically conquer projects that wield the most power in the industry, from linear models to the latest ensemble algorithms and the basics of Natural Language Processing (NLP). Step into the world of AI modeling and start predicting the future based on analyzed data.

softcampus

AI 치트키위크 30% 깜짝 할인

AI Development Part 3: Practical Machine Learning Projects

데이터분석

딥러닝머신러닝

앙상블알고리즘

ai in practice

AI 활용법

입문

초급

중급이상

Machine Learning(ML)

자연어처리(Natural Language Processing)

Algorithm

Project Overview and Development Environment Setup

Classification - Titanic Survivor Prediction

Regression - Bike Sharing Demand Prediction

Handling Imbalanced Data - Surgical Patient Data Analysis

Unsupervised Learning (Clustering) - Customer Segmentation

Natural Language Processing (NLP) - Spam Text Classification

Class Materials