Machine Learning with Python

Onsite

Michael 老师帮你全面梳理人工智能核心知识,使用流行的Python3语言手把手带你完成AI实战项 目,课程囊括监督与无监督学习,独有综合多项技术的混合算法,学到的不只是一门课程,更是 不断思考的能力。课程采用sklearn与keras框架(底层调用tensorflow,)算法与编程两翼齐飞,由浅入深,一步步的进入机器学习的世界。同时还会针对模型优化、数据分析与预处理展开详细讲 解,帮你实现能力的全面提升。课程大项目综合数据增强、降维、分离,图像识别,机器与深度 学习,监督与无监督学习,让你使用AI工具得心应手。

COURSE OUTLINE

Introduction to Machine Learning

  • Applications of Machine Learning
  • Supervised vs Unsupervised Learning

Regression

  • Linear Regression
  • Non-linear Regression
  • Model evaluation methods

Classification

  • K-Nearest Neighbour
  • Decision Trees
  • Logistic Regression
  • Support Vector Machines
  • Feature Engineering

Recommender Systems

  • Content-based recommender systems
  • Collaborative Filtering

Introduction to Deep Learning

  • Introduction to Neural Networks
  • Training a neural network with Keras

Project --- Credit card fraud detection model

  • Real world data with half million records
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报名方式
在线购买或联系:

负责人:Kevin Wang
联系方式:416-665-1888 Ext:1
微信号:mariasunvic12 mariasunvic12