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Results for "fundamentals of machine learning in finance"
- Status: Free Trial
Imperial College London
Skills you'll gain: Dimensionality Reduction, NumPy, Probability & Statistics, Feature Engineering, Jupyter, Data Science, Statistics, Linear Algebra, Python Programming, Advanced Mathematics, Machine Learning, Calculus
- Status: Free Trial
Corporate Finance Institute
Skills you'll gain: Machine Learning Algorithms, Predictive Modeling, Applied Machine Learning, Classification And Regression Tree (CART), Supervised Learning, Data Modeling, Analytics, Data Analysis, Feature Engineering, Regression Analysis, Machine Learning, Scikit Learn (Machine Learning Library), Performance Metric, Exploratory Data Analysis
- Status: Preview
Maven Analytics
Skills you'll gain: Unsupervised Learning, Regression Analysis, Exploratory Data Analysis, Time Series Analysis and Forecasting, Data Analysis, Statistical Analysis, Data Science, Data Mining, Workflow Management, Machine Learning, Predictive Modeling, Classification And Regression Tree (CART), Supervised Learning, Histogram, Data Quality, Anomaly Detection, Feature Engineering, Dimensionality Reduction, Business Intelligence, Quality Assurance
- Status: Preview
Sungkyunkwan University
Skills you'll gain: Data Processing, Portfolio Management, Investment Management, Classification And Regression Tree (CART), Statistical Machine Learning, Applied Machine Learning, R Programming, Feature Engineering, Machine Learning, Financial Modeling, Predictive Modeling, Decision Tree Learning, Random Forest Algorithm, Supervised Learning
- Status: Free Trial
Corporate Finance Institute
Skills you'll gain: Feature Engineering, Data Science, Data Analysis, Business Analytics, Data Literacy, Predictive Analytics, Data-Driven Decision-Making, Regression Analysis, Data Modeling, Classification And Regression Tree (CART), Statistical Analysis, Business Intelligence, Data Storytelling, Machine Learning, Supervised Learning, Data Cleansing, Exploratory Data Analysis
- Status: Free Trial
University of Colorado System
Skills you'll gain: Classification And Regression Tree (CART), AI Personalization, Marketing Analytics, Unsupervised Learning, Customer Analysis, Predictive Analytics, Applied Machine Learning, Advanced Analytics, Supervised Learning, Dimensionality Reduction, Predictive Modeling, Marketing Strategies, Data-Driven Decision-Making, Strategic Marketing, Customer experience improvement, Personalized Service, Machine Learning, Regression Analysis
- Status: Free Trial
Skills you'll gain: Exploratory Data Analysis, Data Wrangling, Operations Research, NumPy, Data Manipulation, Supply Chain, Data Transformation, Pandas (Python Package), Data Analysis, Data Cleansing, Data Science, Programming Principles, Python Programming, Applied Machine Learning, Plot (Graphics), Computer Programming, Data Structures
- Status: Free Trial
Duke University
Skills you'll gain: AWS SageMaker, MLOps (Machine Learning Operations), Microsoft Azure, Exploratory Data Analysis, Data Pipelines, Amazon Web Services, Feature Engineering, Cloud Solutions, Artificial Intelligence and Machine Learning (AI/ML), Data Analysis, Predictive Modeling, Serverless Computing, Machine Learning, Machine Learning Algorithms, Containerization, Python Programming
Skills you'll gain: Regression Analysis, Risk Analysis, Portfolio Management, Risk Management, Financial Modeling, Statistical Analysis, Data Visualization, Investment Management, Simulations, Financial Forecasting, Python Programming, Matplotlib, Pandas (Python Package), Jupyter, NumPy, Data Manipulation
- Status: NewStatus: Free Trial
Skills you'll gain: Data Manipulation, Python Programming, Probability & Statistics, Pandas (Python Package), Statistics, Data Science, Statistical Analysis, NumPy, Machine Learning, Descriptive Statistics, Statistical Inference, Programming Principles, Probability
- Status: Free Trial
Skills you'll gain: Deep Learning, Image Analysis, Computer Vision, PyTorch (Machine Learning Library), Artificial Neural Networks, Tensorflow, Machine Learning Methods, Machine Learning, Supervised Learning, Data Processing, Network Model, Linear Algebra, Network Architecture
- Status: Free Trial
Corporate Finance Institute
Skills you'll gain: Feature Engineering, Data Import/Export, Exploratory Data Analysis, Data Cleansing, Data Manipulation, Data Processing, Plot (Graphics), Data Visualization, Data Transformation, Descriptive Statistics, Data Analysis, Pandas (Python Package), Box Plots, Data Validation, Python Programming, Data Science, Scikit Learn (Machine Learning Library), Statistical Analysis, Correlation Analysis
In summary, here are 10 of our most popular fundamentals of machine learning in finance courses
- Mathematics for Machine Learning: PCA: Imperial College London
- Classification - Fundamentals & Practical Applications: Corporate Finance Institute
- Complete Visual Guide to Machine Learning: Maven Analytics
- Machine Learning for Smart Beta: Sungkyunkwan University
- Data Science & Machine Learning Fundamentals: Corporate Finance Institute
- Machine Learning for Marketers: University of Colorado System
- Fundamentals of Machine Learning for Supply Chain: LearnQuest
- MLOps Platforms: Amazon SageMaker and Azure ML: Duke University
- Python for Finance: Investment Fundamentals & Data Analytics: Packt
- Foundations of ML & Python for Data Science: Packt