学习课程可以帮助你学习有效的学习技巧、批判性思维策略和时间管理技能。您可以培养记笔记、信息保留和自我评估方法方面的能力。许多课程都引入了闪存卡、思维导图软件和生产力应用程序等工具,这些工具可以支持你的学习过程,帮助你高效地组织信息。

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

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

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

MathWorks
您将获得的技能: Reinforcement Learning, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Artificial Neural Networks, Unsupervised Learning, Supervised Learning, Control Systems, Simulations
初级 · 课程 · 1-4 周

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

Amazon Web Services
您将获得的技能: Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Deep Learning, AI Enablement, Artificial Intelligence, Amazon Web Services, Applied Machine Learning, Machine Learning, Digital Transformation
混合 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, MLOps (Machine Learning Operations), Generative AI, Google Cloud Platform, Model Deployment, Tensorflow, Big Data, Keras (Neural Network Library), Machine Learning, Data Preprocessing, CI/CD, Model Evaluation, Applied Machine Learning, Apache Airflow, Data Migration, Data Cleansing, Data Quality, Data Lakes, AI Enablement, Cloud Computing
中级 · 专业证书 · 3-6 个月

您将获得的技能: 卷积神经网络, Model Evaluation, 深度学习, 回归分析, 自动编码器, Keras(神经网络库), 人工神经网络, 分类与回归树 (CART), 网络架构, Transfer Learning, 机器学习, 自然语言处理, 应用机器学习, 递归神经网络 (RNN), 图像分析
中级 · 课程 · 1-3 个月

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

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

您将获得的技能: PyTorch(机器学习库), 卷积神经网络, Model Evaluation, 深度学习, 监督学习, 人工神经网络, 分类算法, 应用机器学习
中级 · 课程 · 1-3 个月