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

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

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

University of California San Diego
您将获得的技能: 监督学习, 回归分析, 逻辑回归, 应用机器学习, 数据操作, 预测建模, 张力流, 预测分析, 分类算法, 设计思维, 功能工程, 数据预处理, 统计方法, 数据清理, Scikit Learn(机器学习库), 机器学习算法
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, Systems Design, Real Time Data, Extract, Transform, Load, Data Warehousing, Data Infrastructure, Data Architecture, Data Management, Data Integration, Metadata Management, Apache Hadoop, Model Deployment, Tensorflow
中级 · 专项课程 · 3-6 个月

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

Edureka
您将获得的技能: Generative AI, Retrieval-Augmented Generation, Large Language Modeling, Generative Adversarial Networks (GANs), Tensorflow, ChatGPT, OpenAI, Natural Language Processing, OpenAI API, Artificial Intelligence and Machine Learning (AI/ML), Prompt Engineering, Applied Machine Learning, Machine Learning, Deep Learning, Machine Learning Algorithms, Computer Vision, Predictive Modeling, Supervised Learning, Text Mining, Image Analysis
中级 · 专项课程 · 3-6 个月

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

Universidad Austral
您将获得的技能: Web Scraping, Natural Language Processing, Data Integration, Data Processing, MLOps (Machine Learning Operations), Data Preprocessing, Data Cleansing, Artificial Neural Networks, Data Manipulation, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Applied Machine Learning, Text Mining, Jupyter, Pandas (Python Package), Application Lifecycle Management, Systems Architecture, Analysis, Deep Learning, Python Programming
初级 · 专项课程 · 3-6 个月

您将获得的技能: Model Evaluation, Keras (Neural Network Library), Deep Learning, Convolutional Neural Networks, Image Analysis, Tensorflow, Computer Vision, Transfer Learning, Applied Machine Learning, Machine Learning, Data Preprocessing, Python Programming
中级 · 指导项目 · 不超过 2 小时

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