学习课程可以帮助你学习有效的学习技巧、批判性思维策略和时间管理技能。您可以培养记笔记、信息保留和自我评估方法方面的能力。许多课程都引入了闪存卡、思维导图软件和生产力应用程序等工具,这些工具可以支持你的学习过程,帮助你高效地组织信息。

University of Washington
您将获得的技能: 算法, 统计推理, 贝叶斯统计, 可扩展性, 统计建模, 分布式计算, 数据结构, 概率分布, 文本挖掘, 非结构化数据, 应用机器学习, 统计机器学习, 机器学习算法, 机器学习, 无监督学习, 数据挖掘
混合 · 课程 · 1-3 个月

Columbia University
您将获得的技能: Digital pedagogy, Blended Learning, Education Software and Technology, Student Engagement, Learning Management Systems, Digital Transformation, Curriculum Development, Teaching, digital literacy, Content Management Systems, Web Design and Development, Content Management, Live Streaming, Innovation, Planning, Research, Auditing
初级 · 课程 · 1-4 周
您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Data Preprocessing, Exploratory Data Analysis, Logistic Regression, Statistical Machine Learning, Model Evaluation, Supervised Learning, Decision Tree Learning, Probability & Statistics, Statistics, Machine Learning Software, Classification And Regression Tree (CART), Workflow Management, Predictive Modeling, Random Forest Algorithm, Feature Engineering, SAS (Software), Machine Learning, Applied Machine Learning
高级设置 · 专业证书 · 3-6 个月

Alberta Machine Intelligence Institute
您将获得的技能: Python 编程, 统计分析, 数据伦理, 模型评估, 监督学习, 数据质量, 线性代数, 功能工程, 应用机器学习, 数据预处理, 计算机编程, 机器学习算法, 数据验证, 机器学习, 无监督学习, 数据清理
中级 · 课程 · 1-4 周

Politecnico di Milano
您将获得的技能: 算法, 模型评估, 监督学习, 降维, 机器学习方法, 强化学习, 分类算法, 机器学习算法, 机器学习, 无监督学习
初级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: 卷积神经网络, 模型评估, 深度学习, 机器学习方法, 监督学习, 图论, 医疗保健, 医疗保健项目管理, 模型部署, 自动编码器, 医学科学与研究, 应用机器学习, 生成式对抗网络(GANs), 健康信息学, 大数据, 机器学习, 嵌入, 图像分析, 递归神经网络 (RNN), 人工神经网络
高级设置 · 专项课程 · 1-3 个月

您将获得的技能: Model Evaluation, Classification Algorithms, Regression Analysis, Data Science, Statistical Modeling, Predictive Modeling, Exploratory Data Analysis, Machine Learning, Data Analysis, Applied Machine Learning, Machine Learning Algorithms, Feature Engineering, Random Forest Algorithm, Supervised Learning, Logistic Regression, Data Processing, Data Preprocessing, Predictive Analytics, Data Manipulation, Data Visualization
中级 · 课程 · 1-4 周

您将获得的技能: Apache Spark, PySpark, Model Evaluation, Data Preprocessing, Keras (Neural Network Library), Transfer Learning, Deep Learning, Tensorflow, A/B Testing, Data Ethics, Convolutional Neural Networks, Machine Learning Software, Data Cleansing, Machine Learning, Recurrent Neural Networks (RNNs), MLOps (Machine Learning Operations), Artificial Intelligence, Dimensionality Reduction
高级设置 · 课程 · 1-3 个月

您将获得的技能: Unsupervised Learning, Feature Engineering, Model Evaluation, Applied Machine Learning, Statistical Machine Learning, Predictive Modeling, Supervised Learning, Clinical Informatics, Machine Learning, Health Informatics, Data Preprocessing, Clinical Data Management, Predictive Analytics, Patient Safety, Decision Tree Learning, Time Series Analysis and Forecasting, Logistic Regression, Forecasting, Classification Algorithms, Dimensionality Reduction
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Feature Engineering, Generative AI, Model Deployment, Tensorflow, Google Cloud Platform, Keras (Neural Network Library), Machine Learning, Data Preprocessing, MLOps (Machine Learning Operations), Model Evaluation, Applied Machine Learning, Data Cleansing, Data Quality, AI Enablement, Prompt Engineering, Cloud Deployment, Supervised Learning, Scikit Learn (Machine Learning Library), AI Workflows, Cloud Computing
中级 · 专项课程 · 3-6 个月

Fractal Analytics
您将获得的技能: 模型评估, 监督学习, 数据预处理, 分类算法, 异常检测, 机器学习, 回归分析, 模型部署, 决策树学习, 预测建模, 功能工程, 无监督学习, 逻辑回归
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Customer Analysis, Unsupervised Learning, Customer Insights, Marketing Analytics, Applied Machine Learning, Data Analysis, Web Analytics, Retail Store Operations, Machine Learning, Machine Learning Algorithms, Histogram, Decision Tree Learning, Model Evaluation, Pandas (Python Package)
中级 · 课程 · 1-4 周