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。

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

Northeastern University
您将获得的技能: Natural Language Processing, Model Evaluation, Embeddings, Text Mining, Artificial Intelligence, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Deep Learning, Machine Learning, Unsupervised Learning, Dimensionality Reduction
混合 · 课程 · 1-3 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

Simplilearn
您将获得的技能: Reinforcement Learning, Artificial Intelligence, Tensorflow, Artificial Neural Networks, Deep Learning, Machine Learning, Applied Machine Learning, Data Ethics, Supervised Learning, Responsible AI, Unsupervised Learning, Natural Language Processing, Computer Programming
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 深度学习, 可视化(计算机制图), 卷积神经网络, 分类算法, Keras(神经网络库), 迁移学习, 模型评估, 图像分析, 张力流, 网络架构, 计算机视觉
中级 · 课程 · 1-4 周

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), Model Deployment, Keras (Neural Network Library), Deep Learning, Tensorflow, Artificial Neural Networks, Convolutional Neural Networks, Application Frameworks, Artificial Intelligence, Machine Learning Methods, Image Analysis, Data Preprocessing
初级 · 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

您将获得的技能: Supervised Learning, Computer Vision, Recurrent Neural Networks (RNNs), Machine Learning Methods, Convolutional Neural Networks, Matplotlib, Data Visualization, Probability & Statistics, Deep Learning, Classification Algorithms, Artificial Intelligence, Plotly, Statistical Analysis, Data Visualization Software, Statistical Hypothesis Testing, Machine Learning, Seaborn, Applied Machine Learning, Digital Signal Processing, Statistical Inference
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, 概率与统计, 数据预处理, 放射诊断学, Machine Learning 方法, 统计机器学习, 机器学习, 医学科学与研究, 深度学习, 磁共振成像, 自然语言处理, 张力流, 应用机器学习, 风险模型, 图像分析, 模型评估, 预测建模, 人工智能, 医学影像
中级 · 课程 · 1-4 周

您将获得的技能: 卷积神经网络, 人工神经网络, 人工智能和机器学习(AI/ML), 深度学习, 强化学习, 迁移学习, Keras(神经网络库), 递归神经网络 (RNN), 无监督学习, 模型评估, 性能调整, 张力流, 自动编码器, 生成对抗网络 (GAN)
中级 · 课程 · 1-3 个月

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