
IBM
您将获得的技能: 统计推理, 数据分析, Scikit-learn (机器学习库), 数据预处理, 分类算法, 监督学习, 降维, 回归分析, 统计假设检验, 统计方法, 模型评估, 数据访问, 机器学习算法, 无监督学习, 机器学习, 预测建模, 应用机器学习, 探索性数据分析, 数据清理, 功能工程
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Model Evaluation, Supervised Learning, Unsupervised Learning, Data Preprocessing, Time Series Analysis and Forecasting, Applied Machine Learning, Machine Learning Algorithms, Feature Engineering, Dimensionality Reduction, Machine Learning, Predictive Modeling, Predictive Analytics, Scikit Learn (Machine Learning Library), Classification Algorithms, Forecasting, Decision Tree Learning, Anomaly Detection, Data Manipulation, Regression Analysis, Statistical Modeling
中级 · 课程 · 1-4 周

您将获得的技能: Reinforcement Learning, Dimensionality Reduction, PyTorch (Machine Learning Library), Machine Learning Algorithms, Data Preprocessing, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Machine Learning Methods, Deep Learning, Transfer Learning, Applied Machine Learning, Pandas (Python Package), Scikit Learn (Machine Learning Library), Python Programming, Machine Learning, Artificial Neural Networks, Data Processing, Natural Language Processing, Feature Engineering
中级 · 课程 · 3-6 个月
University of Michigan
您将获得的技能: Python 程序设计, 决策树学习, 分类算法, Scikit-learn (机器学习库), 随机森林算法, 监督学习, 模型评估, 机器学习, 回归分析, 预测建模, 功能工程, 应用机器学习, 人工神经网络, 无监督学习
中级 · 课程 · 1-4 周

IBM
您将获得的技能: 数据科学, 分类算法, 人工智能, 监督学习, 模型评估, 强化学习, 无监督学习, 回归分析, 应用机器学习, 机器学习, 深度学习, 预测建模
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Model Deployment, Convolutional Neural Networks, Google Cloud Platform, Natural Language Processing, Tensorflow, MLOps (Machine Learning Operations), Reinforcement Learning, Transfer Learning, Computer Vision, Systems Design, Applied Machine Learning, Image Analysis, Cloud Deployment, Hybrid Cloud Computing, Recurrent Neural Networks (RNNs), Systems Architecture, Performance Tuning, Embeddings, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning
高级设置 · 专项课程 · 3-6 个月

您将获得的技能: Email Automation, AI Personalization, Web Design, Content Creation, Customer Service, Web Design and Development, Merchant Services, Booking (Sales), Responsive Web Design
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Recurrent Neural Networks (RNNs), Exploratory Data Analysis, Deep Learning, Text Mining, Matplotlib, Data Cleansing, Data Analysis, Data Preprocessing, Natural Language Processing, Data Manipulation, Python Programming, Machine Learning, Model Evaluation
初级 · 指导项目 · 不超过 2 小时

Amazon Web Services
您将获得的技能: Model Evaluation, MLOps (Machine Learning Operations), AWS SageMaker, Amazon Web Services, AI Workflows, Model Deployment, Machine Learning, Applied Machine Learning
初级 · 课程 · 1-4 周

您将获得的技能: Data Cleansing, Logistic Regression, Data Preprocessing, Applied Machine Learning, Data Import/Export, Data Mining, Python Programming, Google Cloud Platform, Scikit Learn (Machine Learning Library), Predictive Modeling, Classification Algorithms, Machine Learning, Supervised Learning
中级 · 指导项目 · 不超过 2 小时

Google Cloud
您将获得的技能: 脚本, 监督学习, 机器学习, 深度学习, 云计算, 张力流, 开发环境, Google 云端平台, 人工神经网络
初级 · 项目 · 不超过 2 小时

您将获得的技能: Feature Engineering, MLOps (Machine Learning Operations), Responsible AI, Generative AI, Google Cloud Platform, Model Deployment, Tensorflow, Big Data, Keras (Neural Network Library), Data Preprocessing, Data Quality, Exploratory Data Analysis, Machine Learning, Applied Machine Learning, Data Migration, Apache Airflow, Model Evaluation, Data Lakes, Scikit Learn (Machine Learning Library), Cloud Computing
中级 · 专业证书 · 3-6 个月