Predictive Models

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Artificial Intelligence Algorithms Models and Limitations (Coursera)

Sep 27th 2021
Artificial Intelligence Algorithms Models and Limitations (Coursera)
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In this course, we will explore the rise of algorithms, from the most basic to the fully-autonomous, and discuss how to make them more ethically sound.
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Mastering Data Analysis in Excel (Coursera)

Important: The focus of this course is on math - specifically, data-analysis concepts and methods - not on Excel for its own sake. We use Excel to do our calculations, and all math formulas are given as Excel Spreadsheets, but we do not attempt to cover Excel Macros, Visual [...]
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Average: 6 ( 4 votes )

The Power of Machine Learning: Boost Business, Accumulate Clicks, Fight Fraud, and Deny Deadbeats (Coursera)

It's the age of machine learning. Companies are seizing upon the power of this technology to combat risk, boost sales, cut costs, block fraud, streamline manufacturing, conquer spam, toughen crime fighting, and win elections. Want to tap that potential? It’s best to start with a holistic, business-oriented course on [...]
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Applied Machine Learning in Python (Coursera)

This course will introduce the learner to applied machine learning, focusing more on the techniques and methods than on the statistics behind these methods. The course will start with a discussion of how machine learning is different than descriptive statistics, and introduce the scikit learn toolkit through a tutorial. [...]
10
Average: 10 ( 3 votes )

Predictive Modeling and Analytics (Coursera)

Welcome to the second course in the Data Analytics for Business specialization! This course will introduce you to some of the most widely used predictive modeling techniques and their core principles. By taking this course, you will form a solid foundation of predictive analytics, which refers to tools and [...]
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Average: 2 ( 3 votes )

Basic Data Analysis and Model Building using Python (Coursera)

By the end of this project learners will be able to perform data ingestion using Pandas and Numpy, preprocess and visualize the data using Matplotlib and Seaborn. Learners will also build a binary classification model using Scikit-Learn. Additionally, learners will be introduced to other data science concepts and techniques [...]
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Successfully Evaluating Predictive Modelling (edX)

Gain an in-depth understanding of evaluation and sampling approaches for effective predictive modelling using Python. A predictive exercise is not finished when a model is built. This course will equip you with essential skills for understanding performance evaluation metrics, using Python, to determine whether a model is performing [...]
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Predictive Analytics: Gaining Insights from Big Data (FutureLearn)

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Predictive Analytics: Gaining Insights from Big Data (FutureLearn)
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Learn to use predictive analytics tools and HPE Vertica Analytics to gain insights from big data, with this free online course. Collecting big data is just the first step; once you have it, how do you make sense of it? This free online course will show you how predictive [...]
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Average: 2 ( 3 votes )