NumPy 课程经常教授数组操作、数学函数和数据分析技术。您可以掌握执行复杂计算、处理大型数据集和优化数值运算性能的技能。很多课程都会介绍 Jupyter Notebook 和 Python 库等工具,展示这些技能在数据科学、机器学习和人工智能项目中的应用。

AI CERTs
您将获得的技能: Precision Medicine, Responsible AI, Drug Development, AI Product Strategy, Clinical Trials, Tensorflow, Pharmaceuticals, PyTorch (Machine Learning Library), AI Enablement, Bioinformatics, Healthcare Ethics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Generative AI, AI Personalization, Generative AI Agents, Regulatory Affairs, Hospital Medicine, Drug Interaction, Agentic systems
初级 · 课程 · 1-3 个月

您将获得的技能: Image Analysis, Data Preprocessing, Computer Vision, Visualization (Computer Graphics), Data Transformation, Python Programming, NumPy, Algorithms
中级 · 课程 · 1-4 周

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

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

您将获得的技能: Data Preprocessing, Computer Vision, Image Analysis, Real Time Data, Convolutional Neural Networks, Data Transformation, NumPy
中级 · 课程 · 1-4 周

您将获得的技能: Data Preprocessing, Applied Machine Learning, Feature Engineering, Digital Signal Processing, Data Transformation, Model Evaluation, Time Series Analysis and Forecasting, Data Pipelines, Data Manipulation, Data Wrangling, System Design and Implementation, NumPy
中级 · 课程 · 1-4 周

Corporate Finance Institute
您将获得的技能: Matplotlib, Financial Data, Exploratory Data Analysis, Pandas (Python Package), Financial Analysis, Data Visualization Software, Statistical Analysis, Data Manipulation, NumPy, Seaborn, Data Analysis, Data Science, Data Transformation, Python Programming, Data Cleansing, Computer Programming
高级设置 · 课程 · 1-3 个月

您将获得的技能: Supervised Learning, Feature Engineering, Applied Machine Learning, Object Oriented Programming (OOP), Unsupervised Learning, Model Evaluation, Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Transfer Learning, Machine Learning Algorithms, Data Visualization, Natural Language Processing, Seaborn, Predictive Modeling, Flask (Web Framework), Python Programming, Deep Learning, PyTorch (Machine Learning Library), Programming Principles, Web Applications
初级 · 专项课程 · 3-6 个月

Coursera
中级 · 课程 · 1-4 周

Coursera
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Spatial Data Analysis, Geographic Information Systems, Geospatial Information and Technology, Data Analysis, Image Analysis, Data Processing, Data Preprocessing, NumPy, Data Validation, Metadata Management, Data Collection, Data Management
初级 · 课程 · 1-4 周

您将获得的技能: NumPy, Pandas (Python Package), Model Evaluation, Jupyter, Data Analysis, Applied Machine Learning, Analytical Skills, Data Manipulation, Matplotlib, Business Analytics, Exploratory Data Analysis, Data Visualization Software, Python Programming, Descriptive Statistics, Linear Algebra
初级 · 课程 · 1-3 个月