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PlaY Data - Chia-Chi Chang

PlaY Data

Chia-Chi Chang /中文

Here has more details: https://docs.google.com/document/d/1cdG9zX5d8laTuqudmuNN9E4c4FX1u_vasseCc2Fbuk4/edit?usp=sharing Lecture : PlaY Data Timeline : [Talk 10 min] Asking Questions & Get the Solutions [Hands-on Orange 40 min] Typical Problem-Solving Skills in MLDM [Break 10 min] [Talk 15 min] A Lighting Talk in Data Sciience [Hands-on Pandas 80 min] Preprocessing before Machine Learning & Data Mining [Break 10 min] [Hands-on Matplotlib 50 min] Visualization Skills [Talk 10 min] A Lighting Talk in Visualization [Break 10 min] [Hands-on sklearn 40 min] PlaY Data with Scikit-Learn [Break 5 min] [Hands-on sklearn&scipy 80 min] PlaY Natural Language Processing (with PTT corpus) Environment Settings: Required Python Packages: PyMongo Orange pandas matplotlib scikit-learn numpy & scipy jieba nltk gensim cv2 (OpenCV) Other Requirements: mongodb OpenCV Required Skills: Linear Algebra Multivariate Calculus Basic Probability Basic Python Manipulation (optional) some basic concept in Convex optimization & Discrete Optimization (optional) some basic concept in Machine Learning or Data Mining (optional) some basic concept in Image Processing & Digital Signal Processing (optional) some basic concept in Natural Language Processing

關於講者



HDE, Inc. mongodb Google

Tagtoo Vpon Github Github Github

Quanta Research Institute

AcoMo Technology

CLBC KKTIX QSearch Python Software Foundation Open Source Software Foundry LIVEhouse.in Young Optics Wolf Tea

QSearch Business Next Vpon Inside 硬塞的 DIGITIMES INNOMAMBO 創新曼波

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