Filter by
SubjectRequired
LanguageRequired
The language used throughout the course, in both instruction and assessments.
Learning ProductRequired
LevelRequired
DurationRequired
SkillsRequired
SubtitlesRequired
EducatorRequired
Results for "機器學習基石上 (machine learning foundations)---mathematical foundations"
- Status: Free Trial
Skills you'll gain: Data Management, Artificial Intelligence and Machine Learning (AI/ML), Infrastructure Architecture, Cloud Infrastructure, MLOps (Machine Learning Operations), Application Deployment, Data Processing, Data Cleansing, Artificial Intelligence, Data Security, Application Frameworks, PyTorch (Machine Learning Library), Machine Learning, Tensorflow, Data Pipelines, Scikit Learn (Machine Learning Library), Scalability
- Status: Free Trial
University of Colorado Boulder
Skills you'll gain: Probability, Probability & Statistics, Probability Distribution, Bayesian Statistics, Data Analysis, Descriptive Statistics, Statistical Inference, Statistical Analysis, Artificial Intelligence
- Status: Free Trial
Skills you'll gain: Exploratory Data Analysis, Feature Engineering, Statistical Inference, Statistical Hypothesis Testing, Data Processing, Data Access, Anomaly Detection, Statistical Analysis, Data Analysis, Data Cleansing, Data Manipulation, Machine Learning, Probability & Statistics, Data Transformation, Workflow Management, Scalability
Skills you'll gain: Google Cloud Platform, Generative AI, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Cloud Infrastructure, Large Language Modeling, Prompt Engineering, Machine Learning, Natural Language Processing
- Status: Preview
Duke University
Skills you'll gain: PyTorch (Machine Learning Library), Reinforcement Learning, Deep Learning, Image Analysis, Applied Machine Learning, Natural Language Processing, Machine Learning, Artificial Neural Networks, Supervised Learning, Unsupervised Learning, Python Programming, Computer Vision, Medical Imaging
- Status: Preview
DeepLearning.AI
Skills you'll gain: Computer Vision, Image Analysis, Keras (Neural Network Library), Artificial Neural Networks, Tensorflow, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Algorithms, Data Processing
- Status: Preview
Skills you'll gain: Predictive Modeling, Machine Learning, Supervised Learning, Applied Machine Learning, Data Science, Artificial Intelligence, Deep Learning, Classification And Regression Tree (CART), Unsupervised Learning, Reinforcement Learning, Performance Metric
Google Cloud
Skills you'll gain: Data Management, Data Governance, MLOps (Machine Learning Operations), Data Strategy, Forecasting, Google Cloud Platform, Workflow Management, Data Pipelines, Predictive Analytics, Applied Machine Learning, Data Processing, Machine Learning, Performance Tuning
- Status: Free Trial
Fractal Analytics
Skills you'll gain: Applied Machine Learning, Machine Learning, Supervised Learning, Regression Analysis, Decision Tree Learning, Machine Learning Algorithms, Feature Engineering, Unsupervised Learning, Application Deployment, Predictive Modeling, Statistical Modeling, Data Processing, Anomaly Detection, Data Manipulation, Data Cleansing, Exploratory Data Analysis
- Status: Preview
DeepLearning.AI
Skills you'll gain: Image Analysis, Computer Vision, Deep Learning, Artificial Neural Networks, Tensorflow, PyTorch (Machine Learning Library), Applied Machine Learning, Machine Learning Methods, Network Architecture, Algorithms
- Status: Free Trial
Imperial College London
Skills you'll gain: Linear Algebra, NumPy, Applied Mathematics, Data Science, Jupyter, Algorithms, Python Programming, Machine Learning
- Status: Preview
DeepLearning.AI
Skills you'll gain: Deep Learning, Artificial Neural Networks, Artificial Intelligence, Computer Vision, Applied Machine Learning, Machine Learning, Network Architecture, Supervised Learning
In summary, here are 10 of our most popular 機器學習基石上 (machine learning foundations)---mathematical foundations courses
- Foundations of AI and Machine Learning: Microsoft
- Probability Foundations for Data Science and AI: University of Colorado Boulder
- Exploratory Data Analysis for Machine Learning: IBM
- Introduction to AI and Machine Learning on GC - 简体中文: Google Cloud
- Introduction to Machine Learning: Duke University
- 컨볼루션 신경망: DeepLearning.AI
- Machine Learning Introduction for Everyone: IBM
- Machine Learning in the Enterprise - 日本語版: Google Cloud
- Foundations of Machine Learning : Fractal Analytics
- الشبكات العصبونية الالتفافية: DeepLearning.AI