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。

您将获得的技能: Feature Engineering, Model Deployment, Data Visualization, Data Ethics, Exploratory Data Analysis, Model Evaluation, Unsupervised Learning, Data Presentation, Tensorflow, Dimensionality Reduction, MLOps (Machine Learning Operations), Probability Distribution, Apache Spark, Statistical Hypothesis Testing, Supervised Learning, Data Pipelines, Design Thinking, Data Science, Machine Learning, Python Programming
高级设置 · 专项课程 · 3-6 个月

Duke University
您将获得的技能: 大数据, MLOps(机器学习运营), Microsoft Copilot, Docker (软件), 负责任的人工智能, 机器学习, CI/CD, 无服务器计算, 应用机器学习, DevOps, 拥抱的脸, GitHub, 拉斯特(编程语言), PyTorch(机器学习库), 张力流, 云解决方案, 集装箱化, 人工智能和机器学习(AI/ML)
高级设置 · 课程 · 1-3 个月

New York University
您将获得的技能: 模型评估, 人工神经网络, Scikit Learn(机器学习库), 回归分析, 机器学习, Jupyter, 金融市场, 财务, 统计方法, 逻辑回归, 应用机器学习, 监督学习, 强化学习, 深度学习, 张力流, Model Evaluation, 预测建模
中级 · 课程 · 1-4 周

Universidade de São Paulo
您将获得的技能: Recurrent Neural Networks (RNNs), Natural Language Processing, Artificial Neural Networks, Tensorflow, Python Programming, Embeddings, Applied Machine Learning, Classification Algorithms, Deep Learning
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Data Lakes, Google Cloud Platform, Data Pipelines, Apache Kafka, Data Processing, Big Data, Dataflow, Apache Spark, Real Time Data, Extract, Transform, Load, Data Warehousing, Data Infrastructure, Data Architecture, Data Management, Data Integration, Metadata Management, Apache Hadoop, Data Quality, Model Deployment, Tensorflow
中级 · 专项课程 · 3-6 个月

University of California San Diego
您将获得的技能: 回归分析, 机器学习算法, Scikit Learn(机器学习库), 统计方法, 设计思维, 功能工程, 数据清理, 监督学习, 数据操作, 应用机器学习, 分类算法, 张力流, 逻辑回归, 预测建模, 数据预处理, 预测分析
中级 · 课程 · 1-3 个月

LearnQuest
您将获得的技能: 模型评估, 生物信息学, Scikit Learn(机器学习库), 人工神经网络, Pandas(Python 软件包), 数据转换, 数据清理, 机器学习, Keras(神经网络库), 数据操作, 应用机器学习, 功能工程, NumPy, 数据科学, 降维, 分类算法, 随机森林算法, 张力流, Model Evaluation, 探索性数据分析, 数据预处理
初级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: Google Cloud Platform, Data Pipelines, Dataflow, Data Lakes, Model Deployment, Apache Kafka, Tensorflow, Data Governance, Data Warehousing, MLOps (Machine Learning Operations), Data Infrastructure, Data Migration, Data Architecture, Apache Spark, Extract, Transform, Load, Unstructured Data, Real Time Data, Data Processing, Data Quality, Big Data
中级 · 专业证书 · 3-6 个月

您将获得的技能: Convolutional Neural Networks, Deep Learning, Transfer Learning, Image Analysis, Computer Vision, PyTorch (Machine Learning Library), Artificial Neural Networks, Tensorflow, Classification Algorithms, Machine Learning, Supervised Learning, Data Processing, Linear Algebra
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Python 编程, 模型评估, 人工神经网络, 机器学习方法, ChatGPT, 机器学习, Keras(神经网络库), 应用机器学习, 图像分析, 数据导入/导出, 张力流, Model Evaluation, 数据预处理, 性能调整
中级 · 指导项目 · 不超过 2 小时

Johns Hopkins University
您将获得的技能: Social Network Analysis, Network Analysis, Responsible AI, Graph Theory, Machine Learning, Applied Machine Learning, Research, Model Evaluation, Social Sciences, Statistical Analysis, Amazon Web Services, R Programming, Tensorflow, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Research Design, Sociology, Driving engagement, Machine Learning Methods, Behavioral Economics
中级 · 专项课程 · 3-6 个月

您将获得的技能: LangChain, LLM Application, Large Language Modeling, AI Workflows, Retrieval-Augmented Generation, Embeddings, Generative AI, Model Evaluation, Hugging Face, Prompt Engineering, PyTorch (Machine Learning Library), Tensorflow, Semantic Web, Natural Language Processing, Artificial Intelligence, Application Development, Analytical Skills, Application Programming Interface (API), Supervised Learning, Computer Programming Tools
初级 · 专项课程 · 1-3 个月