
University of Pennsylvania
您将获得的技能: Statistical Machine Learning, Data Preprocessing, Model Evaluation, PyTorch (Machine Learning Library), Statistical Methods, Probability, Probability & Statistics, Sampling (Statistics), Logistic Regression, Deep Learning, Probability Distribution, Supervised Learning, Statistics, Machine Learning Methods, Machine Learning, Agentic systems, Artificial Intelligence, Artificial Neural Networks, Algorithms, Python Programming
中级 · 专项课程 · 3-6 个月

Imperial College London
您将获得的技能: 深度学习, 计算机视觉, 卷积神经网络, Model Evaluation, 自然语言处理, 生成模型架构, 贝叶斯统计, 模型部署, 数据预处理, 数据管道, 模型评估, 递归神经网络 (RNN), Keras(神经网络库), 应用机器学习, 自动编码器, 迁移学习, 概率分布, 图像分析, Transfer Learning, 监督学习, 人工神经网络, 张力流
中级 · 专项课程 · 3-6 个月

您将获得的技能: Model Evaluation, Convolutional Neural Networks, Data Preprocessing, Keras (Neural Network Library), Image Analysis, Deep Learning, Tensorflow, Computer Vision, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Data Manipulation, Data Transformation, Financial Forecasting, Data Visualization, Time Series Analysis and Forecasting, Exploratory Data Analysis, Python Programming, Customer Analysis, Applied Machine Learning, Cloud Computing
初级 · 专项课程 · 1-3 个月

您将获得的技能: PyTorch (Machine Learning Library), Transfer Learning, Model Evaluation, Vision Transformer (ViT), Keras (Neural Network Library), Deep Learning, Convolutional Neural Networks, Reinforcement Learning, Autoencoders, Unsupervised Learning, Tensorflow, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Generative Adversarial Networks (GANs), Statistical Methods, Logistic Regression, Image Analysis, Data Preprocessing, Applied Machine Learning, Model Deployment
中级 · 专业证书 · 3-6 个月

DeepLearning.AI
您将获得的技能: LLM Application, Large Language Modeling, Model Evaluation, Prompt Engineering, Reinforcement Learning
中级 · 项目 · 不超过 2 小时

Duke University
您将获得的技能: 数据分析, 机器学习, 微软 Azure, Data Management, 云计算, 数据管理, DevOps, 负责任的人工智能, NumPy, Python 编程, 拥抱的脸, 探索性数据分析, Microsoft Azure, 大数据, GitHub, MLOps(机器学习运营), Pandas(Python 软件包), 模型部署, 数据操作, 云部署, 集装箱化, AWS SageMaker
高级设置 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Responsible AI, Microsoft Copilot, Generative AI, AI Enablement, Training and Development, ChatGPT, Productivity Software, Training Programs, Prompt Engineering, Developing Training Materials, Learning Management Systems, Innovation, Case Studies, Automation
中级 · 课程 · 1-4 周

您将获得的技能: Reinforcement Learning, Dimensionality Reduction, PyTorch (Machine Learning Library), Machine Learning Algorithms, Data Preprocessing, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Machine Learning Methods, Deep Learning, Transfer Learning, Applied Machine Learning, Pandas (Python Package), Scikit Learn (Machine Learning Library), Python Programming, Machine Learning, Artificial Neural Networks, Data Processing, Natural Language Processing, Feature Engineering
中级 · 课程 · 3-6 个月

您将获得的技能: PyTorch (Machine Learning Library), Model Evaluation, Convolutional Neural Networks, Transfer Learning, Image Analysis, Deep Learning, Python Programming
中级 · 指导项目 · 不超过 2 小时

MathWorks
您将获得的技能: Model Evaluation, Computer Vision, Model Deployment, Anomaly Detection, Convolutional Neural Networks, Image Analysis, Transfer Learning, Matlab, Deep Learning, Artificial Neural Networks, Applied Machine Learning, PyTorch (Machine Learning Library), Data Preprocessing, Classification Algorithms, Data Visualization, Data Synthesis, Performance Tuning, Data Analysis
初级 · 专项课程 · 1-3 个月

Edge Impulse
您将获得的技能: 机器学习, 计算机编程, 深度学习, Model Evaluation, 数据分析, 卷积神经网络, 功能工程, 数字信号处理, 数据伦理, 嵌入式软件, 模型部署, 模型评估, 数据预处理, 应用机器学习, 人工智能和机器学习(AI/ML), 嵌入式系统, 人工神经网络
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 机器学习, 线性代数, 统计推理, 微积分, 降维, 统计假设检验, 贝叶斯统计, 数据预处理, 应用数学, 概率与统计, 描述性统计, NumPy, A/B 测试, 抽样(统计), 数值分析, 统计分析, 机器学习方法, 数学建模, 概率, 概率分布
中级 · 专项课程 · 1-3 个月