TensorFlow 课程可以帮助您学习神经网络、深度学习技术和模型部署策略。您可以掌握数据预处理、超参数调整和性能评估方面的技能。许多课程都会介绍用于构建模型的 Keras、用于可视化的 TensorBoard 等工具,以及用于将 AI 集成到应用程序中的各种 API。

Coursera
您将获得的技能: 张力流, 生成式人工智能, 数据预处理, 降维, 异常检测, Keras(神经网络库), 生成对抗网络 (GAN), 欺诈检测, 探索性数据分析, 深度学习, Python 程序设计, 数据可视化, 数据综合
中级 · 指导项目 · 不超过 2 小时

Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: 张力流, Scikit-learn (机器学习库), 面向对象编程(OOP), Keras(神经网络库), 数据操作, Python 程序设计, Pandas(Python 软件包), 数据可视化, NumPy, Matplotlib, Seaborn
初级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: MLOps(机器学习 Operator), 无监督学习, 分类算法, Virtual Machine, Scikit-learn (机器学习库), 监督学习, 数据库, 微软 Azure, 负责任的人工智能, 预测建模, Model Evaluation, 模型部署, 应用机器学习, 人工智能和机器学习(AI/ML), 数据管道, 机器学习, 回归分析
中级 · 课程 · 1-4 周

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

Microsoft
您将获得的技能: MLOps(机器学习 Operator), 数据库, 数据预处理, 人工智能和机器学习(AI/ML), 微软 Azure, 负责任的人工智能, 数据科学, Model Evaluation, 预测建模, 深度学习, 应用机器学习, 模型部署, 机器学习
中级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, Google Cloud Platform, Dataflow, Real Time Data, Data Pipelines, Data Lakes, Data Import/Export, PySpark, Tensorflow, Apache Kafka, Data Governance, Apache Spark, Dashboard, Data Warehousing, Extract, Transform, Load, Operational Databases, Data Integration, Big Data, Unstructured Data, Metadata Management
中级 · 专项课程 · 3-6 个月

The University of Chicago
您将获得的技能: 无监督学习, 张力流, Scikit-learn (机器学习库), 机器学习算法, Pandas(Python 软件包), 监督学习, 分类算法, 数据预处理, 降维, 深度学习, 随机森林算法, Model Evaluation, 统计方法, 机器学习, Keras(神经网络库), 回归分析, 功能工程, 应用机器学习
中级 · 课程 · 1-3 个月

Simplilearn
您将获得的技能: Supervised Learning, Data Modeling, Unsupervised Learning, Applied Machine Learning, Data Analysis, Recurrent Neural Networks (RNNs), Model Deployment, Reinforcement Learning, Artificial Intelligence, Classification Algorithms, Classification And Regression Tree (CART), Tensorflow, Machine Learning Algorithms, Keras (Neural Network Library), Artificial Neural Networks, Deep Learning, Machine Learning, Decision Tree Learning, Predictive Analytics, Regression Analysis
初级 · 专项课程 · 1-3 个月

您将获得的技能: Generative Adversarial Networks (GANs), Generative Model Architectures, Retrieval-Augmented Generation, Generative AI, Autoencoders, ChatGPT, OpenAI, Deep Learning, Model Evaluation, Vision Transformer (ViT), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Large Language Modeling, Prompt Engineering, PyTorch (Machine Learning Library), Artificial Neural Networks, Image Analysis, Computer Vision, Unsupervised Learning, Natural Language Processing
初级 · 专项课程 · 1-3 个月

您将获得的技能: Decision Tree Learning, Data Preprocessing, Data Transformation, Supervised Learning, Feature Engineering, Scikit Learn (Machine Learning Library), Classification Algorithms, Model Evaluation, Pandas (Python Package)
中级 · 指导项目 · 不超过 2 小时

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

AI CERTs
您将获得的技能: AI Enablement, AI Workflows, Law, Regulation, and Compliance
中级 · 课程 · 3-6 个月