2017 Microsoft Azure Machine Learning 스터디 자료 03 1월 2019 03:10 Admin Microsoft Azure Machine Learing (0) Microsoft Azure Machine Learning 스터디는 성공적으로 종료 되었습니다. 아래의 링크를 클릭하시면, 스터디 발표 자료를 살펴보실 수 있습니다. Data Science Essentials Course Handouts Principles of Machine Learning Course Handouts Applied Machine Learning Course Handouts 실습을 위한 Azure ML Stuio Setup Guide 과정 발표 동영상 자료 일자 발표자 Data Science Essentials Module 1: Introduction to Data Science 슬라이드LAB 2017-09-08 김정원도현주 1. Principles of Data Science 2. Data Science Technologies Module 2: Probability and Statistics for Data Science 슬라이드LAB 2017-09-14 황윤태마경근 1. Probability and Random Variables 2. Introduction to Statistics Module 3: Simulation and Hypothesis Testing 슬라이드LAB 2017-09-21 최재완박숙봉 1. Simulation 2. Hypothesis Testing Module 4: Exploring and Visualizing Data 슬라이드LAB 2017-10-12 김환태 1. Exploring Data 2. Visualizing Data Module 5: Data Cleansing and Manipulation 슬라이드LAB 2017-10-19 김민수최재완 1. Data Ingestion and Flow 2. Data Cleansing Module 6: Introduction to Machine Learning 슬라이드LAB 2017-10-26 김환태김은정 1. Getting Started with Machine Learning 2. Publishing a Machine Learning Web Service Principles of Machine Learning Module 1: Classification 슬라이드LAB 2017-11-02 마경근김환태 Lesson 1: Introduction to Classification Lesson 2: Building Classification Models Module 2: Regression 슬라이드LAB 2017-11-09 박숙봉도현주 Lesson 1: Introduction to Regression Lesson 2: Creating Regression Models Module 3: Improving Machine Learning Models 슬라이드LAB 2017-11-16 김정원 Lesson 1: Principles of Model Improvement Lesson 2: Techniques for Improving Models Module 4: Tree and Ensemble Methods 슬라이드LAB 2017-11-23 도현주황윤태 Lesson 1: Introduction to Decision Trees Lesson 2: Ensemble Methods Module 5: Optimization-Based Methods 슬라이드LAB 2017-11-30 김은정마경근 Lesson 1: Neural Networks Lesson 2: Support Vector Machines (SVMs) Module 6: Clustering and Recommenders 슬라이드LAB 2017-12-08 최재완박숙봉 Lesson 1: Clustering Lesson 2: Recommenders Applied Machine Learning Module 1: Time Series and Forecasting 동영상슬라이드LAB 2017-12-16 김환태 Lesson 1: Introduction to Time Series Lesson 2: Working with Time Series Lesson 3: Forecasting in Context Module 2: Spatial Data Analysis 동영상슬라이드LAB 도현주 Lesson 1: Introduction to Spatial Data Lesson 2: Working with Spatial Data Lesson 3: Spatial Data in Context Module 3: Text Analytics 동영상슬라이드LAB 최재완 Lesson 1: Introduction to Text Analytics Lesson 2: Working with Text Lesson 3: Text Analytics in Context Module 4: Image Analysis 동영상슬라이드LAB 김은정 Lesson 1: Introduction to Image Analysis Lesson 2: Working with Images Lesson 3: Image Analysis In Context 자료에 대하여 궁금하신 점은 우상단 [연락처] 메뉴를 통하여 저에게 문의하여 주십시요. Last Updated : 2017-12-17