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。

DeepLearning.AI
您将获得的技能: 卷积神经网络, PyTorch(机器学习库), 计算机视觉, Keras(神经网络库), 迁移学习, 张力流, 图像分析, 人工神经网络, 数据预处理, 深度学习
中级 · 课程 · 1-4 周

多位教师
您将获得的技能: 人工智能, 数据伦理, 分类算法, 模型评估, 预测建模, 监督学习, Scikit-learn (机器学习库), 迁移学习, 无监督学习, 随机森林算法, 强化学习, Jupyter, 应用机器学习, 决策树学习, 功能工程, 深度学习, NumPy, 数据预处理, 张力流, 机器学习
初级 · 专项课程 · 1-3 个月

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

IBM
您将获得的技能: PyTorch(机器学习库), 模型评估, 概率与统计, 分类算法, 预测建模, Machine Learning 方法, 深度学习, 逻辑回归, 张力流, 数据预处理, 人工神经网络, 回归分析
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: 卷积神经网络, Google 云端平台, 模型评估, 云 API, 分类算法, 计算机视觉, 应用机器学习, 功能工程, 小数据, 深度学习, 张力流, 图像分析, 人工神经网络, 数据预处理, 迁移学习
高级设置 · 课程 · 1-3 个月

您将获得的技能: Convolutional Neural Networks, Keras (Neural Network Library), Image Analysis, Computer Vision, Tensorflow, Data Preprocessing, Deep Learning, Embeddings, Model Deployment, Applied Machine Learning, Python Programming, Supervised Learning, NumPy, Model Evaluation
混合 · 课程 · 1-4 周

您将获得的技能: MLOps (Machine Learning Operations), Google Cloud Platform, Generative AI, Model Deployment, Cloud Management, Kubernetes, Large Language Modeling, CI/CD, Cloud Deployment, Machine Learning Methods, Continuous Deployment, Tensorflow, Model Evaluation, Apache Airflow, AI Workflows, Continuous Integration, Feature Engineering, Containerization, Performance Tuning
中级 · 课程 · 1-3 个月

您将获得的技能: Keras (Neural Network Library), Convolutional Neural Networks, Transfer Learning, Model Evaluation, Image Analysis, Computer Vision, Deep Learning, Tensorflow, Applied Machine Learning, Data Preprocessing, Jupyter, Matplotlib, Visualization (Computer Graphics)
混合 · 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: Real Time Data, Dataflow, Model Deployment, Google Cloud Platform, Feature Engineering, PySpark, Data Pipelines, Cloud Storage, Data Import/Export, Big Data, Apache Spark, Data Maintenance, Data Lakes, Apache Hadoop, Dashboard, Apache Airflow, Tensorflow, Cloud Services, Data Infrastructure, Data Warehousing
中级 · 专业证书 · 3-6 个月

Google Cloud
您将获得的技能: Google 云端平台, 数据管理, 数据转换, 模型部署, 预测建模, 模型评估, 应用机器学习, MLOps(机器学习 Operator), 数据管道, 云计算, 数据预处理, 机器学习, 张力流, Data Governance, AI 工作流程
中级 · 课程 · 1-3 个月

Dartmouth College
您将获得的技能: Bayesian Network, Artificial Neural Networks, Convolutional Neural Networks, Deep Learning, Tensorflow, Machine Learning, Model Evaluation, Network Architecture, Algorithms, Probability Distribution
中级 · 课程 · 1-3 个月