Deep Learning 课程可以帮助您学习神经网络、卷积网络和 Neural Network,以及它们在图像识别和自然语言处理中的应用。您可以掌握模型训练、超参数调整和性能评估方面的技能,这些技能对于开发有效的 AI 解决方案至关重要。许多课程都会介绍 TensorFlow 和 PyTorch 等工具,让您可以实现算法和优化模型,使您的学习体验与当前的行业实践密切相关。

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

IBM
您将获得的技能: 机器学习, 分类算法, Scikit-learn (机器学习库), 监督学习, 降维, 模型评估, 回归分析, 无监督学习, 决策树学习, Python 程序设计, 逻辑回归, 应用机器学习, 预测建模, 数据预处理
中级 · 课程 · 1-3 个月

您将获得的技能: Embeddings, Natural Language Processing, Keras (Neural Network Library), Generative AI, Convolutional Neural Networks, Transfer Learning, Recurrent Neural Networks (RNNs), Model Evaluation, Image Analysis, Artificial Neural Networks, Text Mining, Computer Vision, Data Preprocessing, Tensorflow, Deep Learning, Model Deployment, Applied Machine Learning, Google Cloud Platform, Jupyter, Matplotlib
初级 · 专项课程 · 1-3 个月

您将获得的技能: Recurrent Neural Networks (RNNs), Artificial Neural Networks, Deep Learning, Matplotlib, Convolutional Neural Networks, Linear Algebra, Image Analysis, Data Visualization, NumPy, Machine Learning Algorithms, Keras (Neural Network Library), Pandas (Python Package), Seaborn, Artificial Intelligence and Machine Learning (AI/ML), Data Science, Applied Machine Learning, Tensorflow, Data Analysis, Artificial Intelligence, Machine Learning
初级 · 专项课程 · 3-6 个月

University of Alberta
您将获得的技能: 机器学习, 机器学习算法, 抽样(统计), Algorithm, 监督学习, 模拟, 强化学习, 模型评估, 马尔可夫模型, 人工神经网络, 功能工程, 性能调整, 性能测试, 概率分布, 人工智能和机器学习(AI/ML), 深度学习, 伪代码, 线性代数
中级 · 专项课程 · 3-6 个月

Simplilearn
您将获得的技能: Machine Learning Algorithms, Artificial Intelligence, Tensorflow, Machine Learning, Deep Learning, Applied Machine Learning, Artificial Neural Networks, Supervised Learning, Responsible AI, Data Ethics, Unsupervised Learning, Convolutional Neural Networks, Emerging Technologies, Natural Language Processing, Digital Transformation, Reinforcement Learning, Data Preprocessing
初级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Apache Hadoop, Big Data, Machine Learning Algorithms, Model Evaluation, Recurrent Neural Networks (RNNs), Deep Learning, Statistical Analysis, Apache Spark, Data Analysis, Exploratory Data Analysis, NoSQL, Apache Kafka, Generative AI, Convolutional Neural Networks, Transfer Learning, Distributed Computing, Probability & Statistics, Real Time Data, Data Cleansing, Machine Learning
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中级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 卷积神经网络, 机器学习, 放射诊断学, 预测, 模型评估, 临床试验, 治疗计划, 决策树学习, 数据分析, AI 个性化服务, 图像分析, 风险模型, 应用机器学习, 病人治疗, 随机森林算法, 深度学习, 功能工程, 统计分析, 预测建模, 数据预处理
中级 · 专项课程 · 1-3 个月

University of Colorado Boulder
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中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 机器学习, 数据伦理, Algorithm, 监督学习, 人工智能, 降维, 强化学习, 人工神经网络, 无监督学习, 深度学习, 异常检测
初级 · 课程 · 1-4 周
University of Glasgow
您将获得的技能: Deep Learning, Model Evaluation, Data Ethics, Health Informatics, ICD Coding (ICD-9/ICD-10), Clinical Data Management, Medical Records, Clinical Informatics, Descriptive Analytics, Database Design, AI Security, Electronic Medical Record, Responsible AI, Data Mining, Precision Medicine, Analytics, Recurrent Neural Networks (RNNs), Data Preprocessing, Machine Learning, Autoencoders
中级 · 专项课程 · 3-6 个月
University of Illinois Urbana-Champaign
您将获得的技能: 卷积神经网络, 技术写作, 机器学习, 机器学习算法, 自动编码器, 模型部署, 大数据, 人工智能和机器学习(AI/ML), 监督学习, 医疗保健, 模型评估, 技术交流, 计算机编程, 深度学习, 人工神经网络, 应用机器学习, Keras(神经网络库), 健康信息学, 生成对抗网络 (GAN), Machine Learning 方法
高级设置 · 专项课程 · 1-3 个月