Python 机器学习课程可以帮助您学习数据操作、算法实现、模型评估和 Feature Selection。您可以掌握数据 Visualization、超参数调整和理解 Neural Network 的技能。许多课程都会介绍 TensorFlow、Scikit-learn 和 Pandas 等工具,这些工具支持将您的技能应用到实际项目中,使您能够创建预测模型并有效分析复杂的数据集。

IBM
您将获得的技能: 计算机视觉, 模型评估, 生成对抗网络 (GAN), 卷积神经网络, Machine Learning 方法, 无监督学习, 递归神经网络 (RNN), Keras(神经网络库), 强化学习, 降维, 深度学习, 机器学习, 人工神经网络, 迁移学习, 人工智能, 自动编码器
中级 · 课程 · 1-3 个月

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: Prompt Engineering, Exploratory Data Analysis, Prompt Patterns, LangChain, Large Language Modeling, Retrieval-Augmented Generation, Model Evaluation, Unsupervised Learning, Generative Model Architectures, PyTorch (Machine Learning Library), ChatGPT, Generative AI, Restful API, LLM Application, Keras (Neural Network Library), Data Transformation, Supervised Learning, Responsible AI, Vector Databases, Data Import/Export
初级 · 专业证书 · 3-6 个月

Microsoft
您将获得的技能: PyTorch(机器学习库), 回归分析, 数据分析, 人工智能和机器学习(AI/ML), 无监督学习, Scikit-learn (机器学习库), 分类算法, 卷积神经网络, 机器学习, 数据科学, 预测建模, MLOps(机器学习 Operator), 深度学习, 张力流, 迁移学习, 数据可视化, 探索性数据分析, 微软 Azure, 图像分析, 应用机器学习
中级 · 课程 · 1-4 周

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

University of Alberta
您将获得的技能: Algorithm, 人工智能和机器学习(AI/ML), 模拟, 模型评估, 强化学习, 功能工程, 机器学习, 人工神经网络, 深度学习, 线性代数, 抽样(统计), 机器学习算法, 性能调整, 监督学习, 马尔可夫模型, 概率分布, 伪代码, 人工智能, 性能测试
中级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 持续监测, 数据管道, 云部署, 模型评估, 持续部署, 功能工程, 机器学习, 调试, MLOps(机器学习 Operator), 应用机器学习, 模型部署, Data Validation, 数据预处理, 数据质量
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: 数据管道, 技术管理, 技术解决方案, 市场机遇, 项目管理生命周期, 模型评估, 机器学习, 系统设计, 项目管理, 模型部署, 数据科学, MLOps(机器学习 Operator), 数据收集, 数据清理, 软件开发方法, 人工智能和机器学习(AI/ML), 数据管理, Data Management, 应用机器学习, 数据预处理, 数据质量
初级 · 课程 · 1-3 个月

Edureka
您将获得的技能: Predictive Modeling, Predictive Analytics, Statistical Methods, Data Analysis, Applied Machine Learning, Business Analytics, Statistical Analysis, Machine Learning, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Data Preprocessing, Big Data, Python Programming, Data Manipulation, Pandas (Python Package), Logistic Regression, NumPy
中级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: ChatGPT, Machine Learning Methods, Data Mining, Generative AI, Recurrent Neural Networks (RNNs), Data Preprocessing, Python Programming, Machine Learning Algorithms, Data Manipulation
高级设置 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Large Language Modeling, Prompt Engineering, Artificial Intelligence, Jupyter, Python Programming, Data Analysis, AI Enablement, Application Development, Scripting, Programming Principles, Automation, Application Programming Interface (API), Debugging, Data Structures
初级 · 课程 · 1-4 周

Dartmouth College
您将获得的技能: Supervised Learning, Bayesian Network, Logistic Regression, Artificial Neural Networks, Machine Learning Methods, Statistical Modeling, Predictive Modeling, Model Evaluation, Statistical Machine Learning, Probability & Statistics, Bayesian Statistics, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Statistical Methods, Artificial Intelligence, Regression Analysis, Classification Algorithms, Statistical Inference
攻读学位
中级 · 专项课程 · 3-6 个月