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。

您将获得的技能: Recurrent Neural Networks (RNNs), Embeddings, Deep Learning, Convolutional Neural Networks, Artificial Neural Networks, Python Programming, Classification Algorithms, Data Preprocessing, Model Evaluation
中级 · 课程 · 1-3 个月

您将获得的技能: Recurrent Neural Networks (RNNs), Embeddings, Time Series Analysis and Forecasting, Tensorflow, Natural Language Processing, Forecasting, Image Analysis, Deep Learning, Artificial Neural Networks, Predictive Analytics, Predictive Modeling, Technical Analysis, Data Preprocessing, Supervised Learning, Data Science, Machine Learning
中级 · 课程 · 1-4 周

您将获得的技能: Tensorflow, Artificial Neural Networks, Deep Learning, Keras (Neural Network Library), Recurrent Neural Networks (RNNs), Classification Algorithms, Image Analysis, Convolutional Neural Networks, Supervised Learning, Machine Learning Algorithms, Machine Learning, Model Evaluation, NumPy, Regression Analysis
中级 · 课程 · 1-3 个月

您将获得的技能: Exploratory Data Analysis, Model Deployment, Keras (Neural Network Library), Transfer Learning, Data Analysis, Data Preprocessing, Image Analysis, Deep Learning, Classification Algorithms, Applied Machine Learning, Computer Vision, Model Evaluation, Machine Learning, Performance Tuning
中级 · 课程 · 3-6 个月

您将获得的技能: Regression Analysis, Exploratory Data Analysis, Model Evaluation, Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Machine Learning, Data Preprocessing, Deep Learning, Statistical Analysis, Data Analysis, Artificial Neural Networks, Data Import/Export, Matplotlib, Python Programming
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Model Evaluation, Keras (Neural Network Library), Data Preprocessing, Deep Learning, Artificial Neural Networks, Tensorflow, Applied Machine Learning, Feature Engineering, Property and Real Estate, Predictive Modeling, Data Cleansing, Data Manipulation, Machine Learning, Real Estate, Regression Analysis, Python Programming
初级 · 指导项目 · 不超过 2 小时

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

Coursera
您将获得的技能: PyTorch (Machine Learning Library), Convolutional Neural Networks, Heat Maps, Model Evaluation, Image Analysis, Deep Learning, Computer Vision
中级 · 指导项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: 机器学习, Model Evaluation, 数据预处理, 磁共振成像, 放射诊断学, 医学科学与研究, 图像分析, 深度学习, 应用机器学习, 自然语言处理, 张力流, 机器学习方法, 统计机器学习, 预测建模, 人工智能, 卷积神经网络, 概率与统计, 模型评估, 医学影像, 风险建模
中级 · 课程 · 1-4 周

您将获得的技能: Embeddings, PyTorch (Machine Learning Library), Artificial Neural Networks, Image Analysis, Deep Learning, Applied Machine Learning, Convolutional Neural Networks, Computer Vision
高级设置 · 指导项目 · 不超过 2 小时

Coursera
初级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: 机器学习, Model Evaluation, Scikit Learn(机器学习库), 分类算法, Python 编程, 监督学习, 人工神经网络, 功能工程, 应用机器学习, 随机森林算法, 无监督学习, 回归分析, 决策树学习, 预测建模, 模型评估
中级 · 课程 · 1-4 周