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: Tensorflow, Artificial Neural Networks, Keras (Neural Network Library), Deep Learning, Time Series Analysis and Forecasting, Image Analysis, Natural Language Processing, Computer Vision, Forecasting, Classification And Regression Tree (CART), Supervised Learning, Machine Learning, Text Mining, Predictive Analytics, NumPy, Network Architecture, Data Processing, Data Science
中级 · 专项课程 · 1-3 个月

Imperial College London
您将获得的技能: 概率与统计, 数据操作, 统计, 机器学习算法, 机器学习, 回归分析, 衍生产品, 降维, NumPy, 统计分析, Python 程序设计, 应用数学, 微积分, 数据科学, Jupyter, Algorithm, 高等数学, 人工神经网络, 线性代数
初级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 人工智能, 深度学习, 机器学习, Keras(神经网络库), 张力流, 图像分析, 人工神经网络, 计算机视觉
中级 · 课程 · 1-4 周

您将获得的技能: Artificial Neural Networks, Deep Learning, Matplotlib, Linear Algebra, Image Analysis, NumPy, Scientific Visualization, 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, Supervised Learning, Python Programming, Artificial Intelligence, Machine Learning
初级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 分类与回归树 (CART), 机器学习, 回归分析, 降维, 预测建模, Scikit-learn (机器学习库), 决策树学习, 统计建模, 无监督学习, 应用机器学习, 监督学习, 功能工程
中级 · 课程 · 1-3 个月

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

DeepLearning.AI
您将获得的技能: 深度学习, 机器学习算法, 人工智能和机器学习(AI/ML), 应用机器学习, 张力流, 性能调整, 监督学习, 人工神经网络
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Applied Machine Learning, Generative Model Architectures, Unsupervised Learning, Artificial Intelligence
攻读学位
中级 · 课程 · 1-4 周

MathWorks
您将获得的技能: Computer Vision, Image Analysis, Deep Learning, Matlab, Data Visualization, Machine Learning Methods, Data Analysis, Data Validation
初级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: NoSQL, Machine Learning Algorithms, Big Data, Apache Hadoop, Deep Learning, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Apache Spark, Generative AI, Data Infrastructure, Data Cleansing, Real Time Data, Apache Kafka, Data Management, Image Analysis, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning
攻读学位
中级 · 专项课程 · 3-6 个月

Simplilearn
您将获得的技能: Supervised Learning, Data Modeling, Unsupervised Learning, Applied Machine Learning, Data Analysis, Reinforcement Learning, Artificial Intelligence, Classification And Regression Tree (CART), Tensorflow, Machine Learning Algorithms, Keras (Neural Network Library), Artificial Neural Networks, Deep Learning, Predictive Modeling, Machine Learning, Regression Analysis, Data Ethics, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Random Forest Algorithm
初级 · 专项课程 · 1-3 个月

您将获得的技能: Computer Vision, Image Analysis, Matlab, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Performance Tuning, Classification And Regression Tree (CART)
初级 · 课程 · 1-4 周