自动学徒课程可帮助您了解如何构建、生成和分析预判定模型。您可以培养在数据准备、算法选择、优化和评估方面的能力。许多课程利用有源数据库测试模型。

您将获得的技能: Predictive Modeling, Responsible AI, Predictive Analytics, Machine Learning, Data Ethics, Data Preprocessing, Technical Management, Model Evaluation, MLOps (Machine Learning Operations), Applied Machine Learning, Data-Driven Decision-Making, Statistical Modeling, Performance Reporting, Supervised Learning, Business Ethics, Decision Tree Learning, Artificial Intelligence and Machine Learning (AI/ML), Business Analytics, Data Science, Machine Learning Algorithms
初级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Python 程序设计, 数据预处理, Machine Learning 方法, Keras(神经网络库), 模型评估, 应用机器学习, 数据导入/导出, 机器学习, 张力流, 性能调整, ChatGPT, 人工神经网络, 图像分析
中级 · 指导项目 · 不超过 2 小时

IBM
您将获得的技能: 生成式人工智能, 生成对抗网络 (GAN), 卷积神经网络, 迁移学习, 人工智能和机器学习(AI/ML), Machine Learning 方法, 模型评估, Keras(神经网络库), 计算机视觉, 强化学习, 降维, 自动编码器, 机器学习, 递归神经网络 (RNN), 深度学习, 无监督学习, 人工神经网络
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Python 程序设计, 生成对抗网络 (GAN), 卷积神经网络, 决策树学习, 数据科学, 分类算法, Scikit-learn (机器学习库), 监督学习, 模型评估, 降维, Keras(神经网络库), 无监督学习, 机器学习算法, 自动编码器, 机器学习, 递归神经网络 (RNN), 应用机器学习, 深度学习, 探索性数据分析, 人工神经网络
攻读学位
中级 · 专项课程 · 3-6 个月

您将获得的技能: Model Evaluation, Tensorflow, Supervised Learning, Artificial Neural Networks, Regression Analysis, Machine Learning Methods, Applied Machine Learning, Machine Learning Algorithms, Deep Learning, Image Analysis, Machine Learning, Random Forest Algorithm, Artificial Intelligence and Machine Learning (AI/ML), Decision Tree Learning, Natural Language Processing, Scikit Learn (Machine Learning Library), Convolutional Neural Networks, Computer Vision, Data Science, Python Programming
高级设置 · 课程 · 1-4 周

您将获得的技能: Applied Machine Learning, Data Preprocessing, Data Analysis, Data Import/Export, Google Cloud Platform, Model Evaluation, Decision Tree Learning, Exploratory Data Analysis, Machine Learning, Classification Algorithms, Random Forest Algorithm, Statistical Visualization, Responsible AI
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Artificial Neural Networks, Tensorflow, Keras (Neural Network Library), Data-Driven Decision-Making, Applied Machine Learning, Business Analytics, Deep Learning, Machine Learning, Model Evaluation, Mortgage Loans, Consumer Lending, Data Processing
中级 · 指导项目 · 不超过 2 小时

Fundação Instituto de Administração
您将获得的技能: Big Data, Data Mining, Data-Driven Decision-Making, Marketing Automation, Marketing Strategies, Customer experience strategy (CX), Digital Transformation, Marketing Analytics, Ggplot2, Marketing, Data Visualization Software, Plot (Graphics), Data Modeling, R Programming, Analytics, Data Science, Data Analysis, Innovation, Business Analytics, Data Manipulation
初级 · 专项课程 · 1-3 个月
University of Michigan
您将获得的技能: Python 程序设计, 数据分析, 分类算法, 决策树学习, Scikit-learn (机器学习库), 监督学习, 数据预处理, 分析, 模型评估, 逻辑回归, 机器学习算法, 机器学习, 预测建模, 预测分析, 应用机器学习, 分类与回归树 (CART), 功能工程
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Responsible AI, Exploratory Data Analysis, Predictive Modeling, Data Visualization, Machine Learning, Policy Analysis, Statistical Methods, Data Science, Data Ethics, Development Environment, Software Engineering
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Model Evaluation, Data Preprocessing, Exploratory Data Analysis, Feature Engineering, Model Deployment, Data Analysis, PySpark, Data Import/Export, Data Transformation, Apache Spark, Decision Tree Learning, Customer Analysis, Predictive Modeling, Predictive Analytics, Machine Learning
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Machine Learning Algorithms, Data Visualization, Dashboard, Classification Algorithms, Interactive Data Visualization, Data Visualization Software, Model Evaluation, Machine Learning, Scikit Learn (Machine Learning Library), Plot (Graphics), Web Applications, Logistic Regression, Predictive Modeling, Data Science, Python Programming, Pandas (Python Package)
中级 · 指导项目 · 不超过 2 小时