机器学习课程可以帮助您学习算法、数据预处理、模型 Evaluation 和神经网络。您可以掌握回归分析、分类技术和聚类方法方面的技能。许多课程都会介绍 Python、TensorFlow 和 Scikit-learn 等工具,展示如何在实际应用中使用这些技术来实施机器学习解决方案。

Coursera
您将获得的技能: Python 程序设计, PyTorch(机器学习库), 深度学习, 卷积神经网络, 生成对抗网络 (GAN), 图像分析
中级 · 指导项目 · 不超过 2 小时

Johns Hopkins University
您将获得的技能: Model Evaluation, Intrusion Detection and Prevention, Threat Detection, Computer Security Incident Management, Cybersecurity, Anomaly Detection, Applied Machine Learning, Network Security, Machine Learning, Unsupervised Learning, Supervised Learning, Artificial Neural Networks
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Regression Analysis, NumPy, Supervised Learning, Machine Learning Algorithms, Machine Learning, Predictive Modeling, Deep Learning, Data Science, Python Programming
中级 · 指导项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: PyTorch(机器学习库), 模型评估, 自然语言处理, 嵌入, 迁移学习, Keras(神经网络库), 应用机器学习, 递归神经网络 (RNN)
中级 · 课程 · 1-4 周

IBM
您将获得的技能: 自然语言处理, 负责任的人工智能, 机器人, 生成式人工智能, 风险缓解, 业务逻辑
初级 · 课程 · 1-4 周

Universidad de los Andes
您将获得的技能: Technical Analysis, Financial Trading, Financial Market, Capital Markets, Market Trend, Investments, Performance Analysis, Return On Investment, Financial Analysis, Machine Learning, Classification Algorithms, Trend Analysis
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Data Preprocessing, Model Evaluation, Applied Machine Learning, Big Data, Google Cloud Platform, Data Manipulation, Predictive Analytics, Machine Learning, Exploratory Data Analysis, SQL
初级 · 项目 · 不超过 2 小时
您将获得的技能: Hugging Face, Large Language Modeling, MLOps (Machine Learning Operations), Generative AI, Artificial Intelligence and Machine Learning (AI/ML), AI Product Strategy, Transfer Learning, Applied Machine Learning, AI Personalization, Model Deployment, Model Evaluation, Responsible AI, Performance Tuning, Model Based Systems Engineering, Program Evaluation, Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Recurrent Neural Networks (RNNs), Convolutional Neural Networks, Deep Learning, Artificial Neural Networks, Image Analysis, Keras (Neural Network Library), Applied Machine Learning, Tensorflow, PyTorch (Machine Learning Library), Natural Language Processing, Network Architecture, Model Evaluation, Performance Tuning
高级设置 · 课程 · 1-3 个月

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

DeepLearning.AI
您将获得的技能: 大型语言模型, OpenAI 应用程序接口, LLM 申请, ChatGPT, Prompt Engineering
初级 · 项目 · 不超过 2 小时

您将获得的技能: Data Science, Unsupervised Learning, Exploratory Data Analysis, Probability & Statistics, Machine Learning Algorithms, Applied Machine Learning, Classification And Regression Tree (CART), Data Analysis, Python Programming, Random Forest Algorithm, Dimensionality Reduction, Predictive Modeling, NumPy, Regression Analysis, Statistical Analysis, Data Processing, Deep Learning, Pandas (Python Package), Data Visualization, Data Manipulation
中级 · 专项课程 · 3-6 个月