神经元网络知识库可以帮助您了解如何建立、训练和优化模型。您可以在建筑设计、数据挖掘、培训技术和模型评估等方面有所建树。许多课程都有 KI-Praxis 框架和要点。

您将获得的技能: PyTorch (Machine Learning Library), Deep Learning, Performance Analysis, Artificial Neural Networks, Resource Utilization
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Apache Airflow, Data Validation, Transfer Learning, Data Preprocessing, Data Integrity, Model Evaluation, Image Analysis, Debugging, PyTorch (Machine Learning Library), Computer Vision, Data Pipelines, Feature Engineering, MLOps (Machine Learning Operations), Tensorflow, Algorithms, Embeddings, Applied Machine Learning, Performance Tuning, Deep Learning, Digital Signal Processing
高级设置 · 专项课程 · 3-6 个月

您将获得的技能: Recurrent Neural Networks (RNNs), Transfer Learning, Convolutional Neural Networks, Deep Learning, Keras (Neural Network Library), Tensorflow, Artificial Neural Networks, PyTorch (Machine Learning Library), Image Analysis, Natural Language Processing, Computer Vision, Model Evaluation, Data Preprocessing
中级 · 课程 · 1-3 个月

您将获得的技能: Convolutional Neural Networks, Model Evaluation, Keras (Neural Network Library), Image Analysis, Deep Learning, Applied Machine Learning, Computer Vision, Dimensionality Reduction, PyTorch (Machine Learning Library), Tensorflow, Machine Learning Methods, Data Preprocessing, Performance Tuning, Artificial Intelligence
中级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Tensorflow, Artificial Intelligence, Applied Machine Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Text Mining, Machine Learning, Natural Language Processing, Deep Learning, Predictive Modeling, Classification Algorithms, Supervised Learning, Time Series Analysis and Forecasting, Network Architecture, Data Science, Model Evaluation
初级 · 专项课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 卷积神经网络, 生成式人工智能, 数据伦理, PyTorch(机器学习库), 无监督学习, 深度学习, 数据综合, 人工神经网络, 生成对抗网络 (GAN), Model Evaluation, 负责任的人工智能, 生成模型架构, 图像质量, 机器学习, 信息隐私, 图像分析
中级 · 专项课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: PyTorch(机器学习库), 数据预处理, 深度学习, 张力流, Algorithm, 监督学习, 降维, 文本挖掘, 统计机器学习, 功能工程, 分类算法, 马尔可夫模型, Transfer Learning, Keras(神经网络库), 人工神经网络, 应用机器学习, 自然语言处理, 嵌入, Machine Learning 方法, 递归神经网络 (RNN)
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, 预测建模, 数据预处理, 放射诊断学, 深度学习, 预测, AI 个性化服务, Model Evaluation, 临床试验, 功能工程, 机器学习, 应用机器学习, 图像分析, 随机森林算法, 数据分析, 病人治疗, 治疗计划, 决策树学习, 风险模型, 统计分析
中级 · 专项课程 · 1-3 个月

您将获得的技能: Generative Adversarial Networks (GANs), Exploratory Data Analysis, Model Deployment, Keras (Neural Network Library), NumPy, Transfer Learning, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Data Analysis, Artificial Intelligence, Data Preprocessing, Development Environment, Pandas (Python Package), Deep Learning, Classification And Regression Tree (CART), Artificial Neural Networks, Image Analysis, Machine Learning, Data Science
中级 · 专项课程 · 3-6 个月

您将获得的技能: Recurrent Neural Networks (RNNs), Transfer Learning, Tensorflow, Artificial Neural Networks, Embeddings, Keras (Neural Network Library), Deep Learning, Time Series Analysis and Forecasting, Image Analysis, Classification Algorithms, Convolutional Neural Networks, Natural Language Processing, Computer Vision, Forecasting, Supervised Learning, Machine Learning Algorithms, Machine Learning, Predictive Analytics, Model Evaluation, Predictive Modeling
中级 · 专项课程 · 1-3 个月

LearnQuest
您将获得的技能: Python 程序设计, 回归分析, 深度学习, Scikit-learn (机器学习库), 张力流, 分类算法, Keras(神经网络库), 人工神经网络, Model Evaluation, 机器学习, 随机森林算法, 决策树学习
中级 · 课程 · 1-4 周

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