Predictive analytics is one of the richest disciplines within the realm of data science. As the tools and techniques for using data to predict future outcomes have evolved, business and data analysis professionals can use this learning path to stay up to date with the latest advancements.
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Discover how machine learning is changing predictive analytics.
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Apply predictive analytics techniques for financial forecasting.
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Explore the predictive analytics functions of R, Python, etc.
Courses
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1
Predictive Analytics Essential Training for Executives1h 20mPredictive Analytics Essential Training for Executives
By: Keith McCormick
Learn how to hire and manage data science professionals and transform your business with effectively deployed advanced analytics.
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2
Predictive Analytics Essential Training: Data Mining1h 54mPredictive Analytics Essential Training: Data Mining
By: Keith McCormick
Get useful, real-world insights into using predictive analysis and data mining to solve problems.
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3
Financial Forecasting with Analytics Essential Training1h 34mFinancial Forecasting with Analytics Essential Training
By: Michael McDonald
Discover how to use Microsoft Excel to quickly create financial forecasts with analytics and big data.
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4
Predictive Customer Analytics1h 36mPredictive Customer Analytics
By: Kumaran Ponnambalam
Learn about the customer life cycle and how predictive analytics can improve the customer journey. Explore using predictive analytics to identify, attract, and retain customers.
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5
Business Analytics Foundations: Descriptive, Exploratory, and Explanatory Analytics41mBusiness Analytics Foundations: Descriptive, Exploratory, and Explanatory Analytics
By: Kumaran Ponnambalam
Learn about the three types of data analytics used to analyze past business performance: descriptive, exploratory, and explanatory analytics.
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6
Python: Working with Predictive Analytics1h 17mPython: Working with Predictive Analytics
By: Isil Berkun
Find out how to use prebuilt Python libraries for predictive analytics and discover insights about the future.
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7
Introduction to Machine Learning with KNIME1h 59mIntroduction to Machine Learning with KNIME
By: Keith McCormick
Learn KNIME, a popular open-source platform for predictive analytics and machine learning. Discover how to use KNIME for merging and aggregation, modeling, data scoring, and more.
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8
Data Science Foundations: Data Assessment for Predictive Modeling4h 3mData Science Foundations: Data Assessment for Predictive Modeling
By: Keith McCormick
Explore the data understanding phase of the CRISP-DM methodology for predictive modeling. Find out how to collect, describe, explore, and verify data.
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9
Predictive Analytics Essential Training: Estimating and Ensuring ROI51mPredictive Analytics Essential Training: Estimating and Ensuring ROI
By: Keith McCormick
Turn predictive analytics into a profit center at your organization. Learn how to measure the return on investment (ROI) and prove the long-term value of your projects.
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10
Text Analytics and Predictions with R Essential Training40mText Analytics and Predictions with R Essential Training
By: Kumaran Ponnambalam
Learn about the tools and techniques for analyzing text data in R and discover how to perform machine learning and predictions.
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11
Statistics Foundations 3: Using Data Sets1h 40mStatistics Foundations 3: Using Data Sets
By: Eddie Davila
Go beyond the basics of statistics with practical, example-based lessons to learn how data sets and statistics are used in the real world.