自动学徒课程可帮助您了解如何构建、生成和分析预判定模型。您可以培养在数据准备、算法选择、优化和评估方面的能力。许多课程利用有源数据库测试模型。

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

Microsoft
您将获得的技能: 机器学习, 分类算法, 人工智能, 微软 Azure, 模型部署, MLOps(机器学习 Operator), 监督学习, 回归分析, 无监督学习, 应用机器学习, 人工智能和机器学习(AI/ML), 预测建模, 无代码开发
初级 · 课程 · 1-4 周

Dartmouth College
您将获得的技能: Supervised Learning, Model Evaluation, Predictive Modeling, Regression Analysis, Machine Learning, Statistical Modeling, Logistic Regression, Probability & Statistics, Classification Algorithms
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中级 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Large Language Modeling, LangChain, Model Evaluation, Prompt Patterns, Retrieval-Augmented Generation, Data Wrangling, Supervised Learning, LLM Application, Unsupervised Learning, PyTorch (Machine Learning Library), Exploratory Data Analysis, Generative Model Architectures, Data Analysis, Keras (Neural Network Library), Predictive Modeling, Convolutional Neural Networks, Generative AI, Jupyter, Flask (Web Framework)
初级 · 专业证书 · 3-6 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

Google Cloud
您将获得的技能: Model Deployment, Google Cloud Platform, Tensorflow, Natural Language Processing, MLOps (Machine Learning Operations), Convolutional Neural Networks, Deep Learning, Computer Vision, Image Analysis, Systems Architecture, Reinforcement Learning, Applied Machine Learning, Transfer Learning, Recurrent Neural Networks (RNNs), Cloud Deployment, Embeddings, Big Data, Pandas (Python Package), Artificial Intelligence and Machine Learning (AI/ML), Machine Learning
高级设置 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: 机器学习, 模型部署, MLOps(机器学习 Operator), 自然语言处理, 人工智能, 生成式人工智能, 云平台, 张力流, Google 云端平台
初级 · 课程 · 1-3 个月

多位教师
您将获得的技能: Financial Market, Financial Trading, Regression Analysis, Google Cloud Platform, Model Evaluation, Financial Forecasting, Reinforcement Learning, Market Data, Recurrent Neural Networks (RNNs), Securities Trading, Time Series Analysis and Forecasting, Tensorflow, Market Trend, Machine Learning, Technical Analysis, Deep Learning, Artificial Neural Networks, Keras (Neural Network Library), Portfolio Management, Artificial Intelligence and Machine Learning (AI/ML)
中级 · 专项课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 统计, A/B 测试, 数据科学, 统计方法, 概率与统计, 抽样(统计), 模型评估, 描述性统计, 贝叶斯统计, 统计假设检验, 统计推理, 统计机器学习, 探索性数据分析, 概率分布, 概率, 统计分析
中级 · 课程 · 1-4 周

IBM
您将获得的技能: 机器学习, 人工智能, 概率与统计, 统计方法, 数据转换, 数据科学, Pandas(Python 软件包), 数据清理, 散点图, 统计假设检验, 功能工程, 数据访问, 统计推理, SQL, 箱形图, 数据预处理, 数据质量, Jupyter, 数据分析, 探索性数据分析
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 机器学习, 微积分, 机器学习算法, 数值分析, 可视化(计算机制图), 应用数学, 人工神经网络, 深度学习, Python 程序设计, 衍生产品
中级 · 课程 · 1-4 周
您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Exploratory Data Analysis, Logistic Regression, Statistical Machine Learning, Decision Tree Learning, Supervised Learning, Data Preprocessing, Probability & Statistics, Model Evaluation, Statistics, SAS (Software), Machine Learning Software, Predictive Modeling, Classification And Regression Tree (CART), Workflow Management, Data Analysis, Random Forest Algorithm, Machine Learning, Applied Machine Learning
高级设置 · 专业证书 · 3-6 个月