
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

多位教师
您将获得的技能: 人工智能, Model Evaluation, 预测建模, 深度学习, 数据伦理, 监督学习, 无监督学习, NumPy, 张力流, 分类算法, Jupyter, 数据预处理, 强化学习, Scikit-learn (机器学习库), 功能工程, 随机森林算法, 应用机器学习, Transfer Learning, 机器学习, 决策树学习
初级 · 专项课程 · 1-3 个月

您将获得的技能: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, Exploratory Data Analysis, LLM Application, Applied Machine Learning, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, Data Collection, Machine Learning Algorithms, Convolutional Neural Networks, Model Deployment, Transfer Learning, Hugging Face
中级 · 专业证书 · 3-6 个月

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

Imperial College London
您将获得的技能: Algorithm, 机器学习算法, 衍生产品, 无监督学习, NumPy, 回归分析, 应用数学, 降维, 人工神经网络, 统计, Python 程序设计, 数据预处理, 功能工程, 微积分, 数学建模, 高等数学, Jupyter, 线性代数
初级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: Model Evaluation, 无监督学习, 预测建模, 逻辑回归, 回归分析, 监督学习, Python 程序设计, 降维, 分类算法, Scikit-learn (机器学习库), 机器学习, 应用机器学习, 功能工程, 决策树学习
中级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Feature Engineering, Data Preprocessing, Financial Data, Predictive Modeling, Customer Demand Planning, Data-Driven Decision-Making, Exploratory Data Analysis, R Programming, Customer Analysis, Predictive Analytics, Profit and Loss (P&L) Management, Risk Modeling, Inventory Management System, Analytics, Advanced Analytics, Supply Chain Management, Business Analytics, Machine Learning, Business
初级 · 专项课程 · 1-3 个月

University of Washington
您将获得的技能: 逻辑回归, 计算机视觉, Model Evaluation, 深度学习, 预测建模, 贝叶斯统计, 无监督学习, 人工智能, 统计建模, 回归分析, 监督学习, 统计机器学习, 数据预处理, 分类算法, 功能工程, 决策树学习, 应用机器学习, 数据挖掘, 机器学习, 图像分析
中级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 卷积神经网络, 统计方法, 探索性数据分析, 深度学习, 监督学习, 无监督学习, 自动编码器, 降维, 回归分析, Python 程序设计, 生成对抗网络 (GAN), 强化学习, 数据预处理, 分类算法, 时间序列分析和预测, 功能工程, 数据科学, 数据分析, 递归神经网络 (RNN), 机器学习
攻读学位
中级 · 专业证书 · 3-6 个月

Google Cloud
您将获得的技能: Feature Engineering, Generative AI, Model Deployment, Tensorflow, Google Cloud Platform, Keras (Neural Network Library), Machine Learning, Data Preprocessing, MLOps (Machine Learning Operations), Model Evaluation, Applied Machine Learning, Data Cleansing, Data Quality, AI Enablement, Prompt Engineering, Cloud Deployment, Supervised Learning, Scikit Learn (Machine Learning Library), AI Workflows, Cloud Computing
中级 · 专项课程 · 3-6 个月

您将获得的技能: Feature Engineering, Decision Tree Learning, Applied Machine Learning, Supervised Learning, Advanced Analytics, Machine Learning, Machine Learning Algorithms, Unsupervised Learning, Analytics, Random Forest Algorithm, Data Analysis, Predictive Modeling, Model Evaluation, Bayesian Network, Python Programming, Statistical Modeling, Classification Algorithms
高级设置 · 课程 · 1-3 个月

O.P. Jindal Global University
您将获得的技能: Model Evaluation, Supervised Learning, Scikit Learn (Machine Learning Library), Tensorflow, Applied Machine Learning, Artificial Neural Networks, Python Programming, NumPy, Matplotlib, Deep Learning, Image Analysis, Machine Learning, Embeddings, Pandas (Python Package), Convolutional Neural Networks, Natural Language Processing, Regression Analysis
攻读学位
初级 · 课程 · 1-3 个月