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。

DeepLearning.AI
您将获得的技能: 应用数学, 微积分, 机器学习算法, 数值分析, 机器学习, Python 程序设计, 人工神经网络, 深度学习, 可视化(计算机制图), 衍生产品
中级 · 课程 · 1-4 周

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

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
您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Exploratory Data Analysis, Logistic Regression, Statistical Machine Learning, Decision Tree Learning, Supervised Learning, Data Preprocessing, Probability & Statistics, Model Evaluation, Statistics, SAS (Software), Machine Learning Software, Predictive Modeling, Classification And Regression Tree (CART), Workflow Management, Data Analysis, Random Forest Algorithm, Machine Learning, Applied Machine Learning
高级设置 · 专业证书 · 3-6 个月

IBM
您将获得的技能: SQL, 探索性数据分析, 统计推理, 散点图, 机器学习, 概率与统计, 箱形图, 人工智能, 统计方法, 数据访问, 功能工程, 数据转换, 统计假设检验, 数据科学, 数据预处理, Pandas(Python 软件包), 数据分析, Jupyter, 数据质量, 数据清理
中级 · 课程 · 1-3 个月

Imperial College London
您将获得的技能: 应用数学, 线性代数, NumPy, Python 程序设计, 机器学习, Algorithm, Jupyter
初级 · 课程 · 1-3 个月

EDHEC Business School
您将获得的技能: 预测建模, 社交网络分析, Machine Learning 方法, 网络分析, 投资, 机器学习, 投资回报, 文本挖掘, 数据可视化软件, 资产管理, 风险管理, 网页抓取, 金融建模, 非结构化数据, 应用机器学习, 投资组合风险, 投资组合管理, 金融市场, 投资管理, 金融报表
初级 · 专项课程 · 3-6 个月

Microsoft
您将获得的技能: Model Deployment, Data Management, Artificial Intelligence and Machine Learning (AI/ML), Infrastructure Architecture, MLOps (Machine Learning Operations), Cloud Deployment, Artificial Intelligence, Data Security, Application Frameworks, Machine Learning, Data Preprocessing, Data Pipelines, Scalability
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Model Evaluation, PyTorch (Machine Learning Library), Unsupervised Learning, Data Preprocessing, Computer Vision, Machine Learning Algorithms, Applied Machine Learning, Image Analysis, Dimensionality Reduction, Reinforcement Learning, Feature Engineering, Convolutional Neural Networks, Regression Analysis, Classification Algorithms, Data Cleansing, Machine Learning, Data Mining, Deep Learning, Supervised Learning, Artificial Neural Networks
中级 · 专项课程 · 3-6 个月

Edge Impulse
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Applied Machine Learning, Jupyter, Machine Learning Algorithms, Model Evaluation, Machine Learning, Predictive Modeling, Data Science, Python Programming, Predictive Analytics, Data Analysis, Technical Communication
中级 · 指导项目 · 不超过 2 小时

Stanford University
您将获得的技能: 卷积神经网络, 机器学习, 监督学习, 医疗保健, 递归神经网络 (RNN), 模型评估, 分类算法, 人工神经网络, 医疗保健伦理, 人工智能和机器学习(AI/ML), 医疗保健行业知识, 应用机器学习, 数据伦理, 深度学习, 数据预处理
初级 · 课程 · 1-3 个月