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Explore the Predictive Modeling Course Catalog
- Status: Free Trial
DeepLearning.AI
Skills you'll gain: Computer Vision, Deep Learning, Image Analysis, Natural Language Processing, Artificial Neural Networks, Tensorflow, Generative AI, Supervised Learning, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Keras (Neural Network Library), Artificial Intelligence, Applied Machine Learning, PyTorch (Machine Learning Library), Machine Learning, MLOps (Machine Learning Operations), Debugging, Performance Tuning, Python Programming, Data-Driven Decision-Making
- Status: Free Trial
University of Michigan
Skills you'll gain: Feature Engineering, Applied Machine Learning, Supervised Learning, Scikit Learn (Machine Learning Library), Predictive Modeling, Machine Learning, Decision Tree Learning, Unsupervised Learning, Python Programming, Dimensionality Reduction, Random Forest Algorithm, Regression Analysis
- Status: Preview
Stanford University
Skills you'll gain: Game Theory, Strategic Decision-Making, Mathematical Modeling, Graph Theory, Bayesian Statistics, Behavioral Economics, Probability, Economics, Problem Solving, Algorithms
- Status: Free Trial
Skills you'll gain: Prompt Engineering, AI Product Strategy, Prompt Engineering Tools, Multimodal Prompts, ChatGPT, Generative AI, Commercialization, Product Management, Google Gemini, Product Lifecycle Management, Stakeholder Communications, OpenAI, Technical Product Management, Customer experience improvement, Team Building, LLM Application, Responsible AI, Artificial Intelligence, Return On Investment, Creativity
- Status: Free Trial
Johns Hopkins University
Skills you'll gain: Shiny (R Package), Rmarkdown, Exploratory Data Analysis, Regression Analysis, Version Control, Statistical Analysis, R Programming, Data Manipulation, Data Cleansing, Data Science, Statistical Inference, Predictive Modeling, Statistical Hypothesis Testing, Data Wrangling, Machine Learning Algorithms, Plotly, Plot (Graphics), Interactive Data Visualization, Machine Learning, GitHub
- Status: Free TrialStatus: AI skills
Google
Skills you'll gain: Threat Modeling, Network Security, Threat Management, Incident Response, Vulnerability Management, Computer Security Incident Management, Hardening, Intrusion Detection and Prevention, Security Management, Cyber Threat Intelligence, Cyber Attacks, Cybersecurity, Network Protocols, Cloud Security, Bash (Scripting Language), Debugging, Linux, Interviewing Skills, Python Programming, SQL
- Status: Free Trial
DeepLearning.AI
Skills you'll gain: Supervised Learning, Applied Machine Learning, Jupyter, Scikit Learn (Machine Learning Library), Machine Learning, NumPy, Predictive Modeling, Feature Engineering, Artificial Intelligence, Classification And Regression Tree (CART), Python Programming, Regression Analysis, Statistical Modeling, Data Transformation
- Status: NewStatus: Free Trial
Coursera
Skills you'll gain: Supervised Learning, Unsupervised Learning, Time Series Analysis and Forecasting, Applied Machine Learning, Machine Learning Algorithms, Feature Engineering, Dimensionality Reduction, Machine Learning, Predictive Modeling, Predictive Analytics, Scikit Learn (Machine Learning Library), Forecasting, Data Processing, Anomaly Detection, Data Manipulation, Regression Analysis, Statistical Modeling, Data Transformation, Data Cleansing
- Status: Free Trial
Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Multimodal Prompts, ChatGPT, Generative AI, Exploratory Data Analysis, Data Ethics, OpenAI, Feature Engineering, Predictive Modeling, LLM Application, Responsible AI, Large Language Modeling, Data Science, Data Synthesis, Data Analysis, Data Visualization Software, Content Creation, Machine Learning, Virtual Environment
- Status: Free Trial
University of Colorado Boulder
Skills you'll gain: Data Import/Export, Microsoft Excel, Regression Analysis, Data Validation, Data Visualization, Spreadsheet Software, Data Management, Excel Macros, Data Cleansing, Excel Formulas, Financial Analysis, Microsoft Office, Productivity Software, Predictive Modeling, Data Sharing, Financial Modeling, Analysis, Mathematical Modeling, Complex Problem Solving, Problem Solving
- Status: NewStatus: Free Trial
Skills you'll gain: Exploratory Data Analysis, Predictive Modeling, Statistical Modeling, Matplotlib, A/B Testing, Box Plots, Sampling (Statistics), Predictive Analytics, Data Analysis, Regression Analysis, Statistical Inference, Data Visualization, Descriptive Statistics, Scikit Learn (Machine Learning Library), Data Science, Estimation, Statistical Analysis, NumPy, Machine Learning, Python Programming
- Status: NewStatus: Free TrialStatus: AI skills
Skills you'll gain: Test Planning, Data Storytelling, Business Analysis, Business Process Modeling, Stakeholder Analysis, Process Optimization, Data Visualization, Requirements Management, Systems Design, Stakeholder Management, Systems Analysis, Database Design, Data Modeling, Stakeholder Engagement, Behavior-Driven Development, Information Technology, Computer Hardware, Process Analysis, Database Management, Agile Methodology
In summary, here are 10 of our most popular predictive modeling courses
- Deep Learning: DeepLearning.AI
- Applied Machine Learning in Python: University of Michigan
- Game Theory: Stanford University
- Generative AI for Product Managers: IBM
- Data Science: Johns Hopkins University
- Google Cybersecurity: Google
- Supervised Machine Learning: Regression and Classification : DeepLearning.AI
- Foundations of Machine Learning: Coursera
- Generative AI for Data Scientists: IBM
- Everyday Excel: University of Colorado Boulder