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Courses for AI & Machine Learning

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AI & Machine Learning, For Executives and Managers

AI for Insurance Executives

Paul Warren

Why and how to incorporate AI into your insurance business

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AI & Machine Learning, Data Science / Data Mining, Analytics

Supervised Learning: Classification

Dr. Rukmini Vijaykumar

Classification Methods, Algorithms and Tools

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AI & Machine Learning, Internet of Things

IIoT Applications for Machine Learning

Randy Barnes, Karla Yale

Learn the elements of a robust IIoT control system through applications.

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AI & Machine Learning, Data Science / Data Mining, Analytics

Classification Models

Saed Sayad

How to use classification algorithms to solve real world problems.

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AI & Machine Learning, Data Science / Data Mining

Object Oriented Python/Performance Optimization

David Sanchez

Learn object oriented design patterns and strategies for optimizing performance.

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AI & Machine Learning, Data Science / Data Mining

Math for Machine Learning: Open Doors to Great Careers

Richard Han

Learn the core topics of Machine Learning for Data Science and AI.

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AI & Machine Learning, Big Data

Knowledge and Reasoning

Dr. Rebecca Wooten

Logic and Applications

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AI & Machine Learning, Data Science / Data Mining

Introduction to Python

Veysel Kocaman

Learn the most popular programming language of Data Science community

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AI & Machine Learning, Data Science / Data Mining, Analytics, Big Data

Data Pre-Processing

Dr. Rich Huebner

Tidy Your Data Before Using It in Machine Learning Algorithms

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AI & Machine Learning

Recurrent and Recursive Networks

Halima Ramdani

Learn how to implement Recurrent Neural Networks!

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AI & Machine Learning, Analytics

Machine Learning for Predictive Analytics

Dr. Larry Bookman

How your organization can benefit from machine learning and predictive analytics

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AI & Machine Learning

Feedforward Neural Networks

Arish Ali

Neural Network, Deep Learning, and Tools. In this course, you will be introduced to neural networks and its broad application.

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AI & Machine Learning

Uncertain Knowledge and Reasoning in Artificial Intelligence

Andreas Haja

Learn how to take informed decisions based on probabilities and expert knowledge

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AI & Machine Learning, Big Data

Feature Engineering for Machine Learning

Kasra Manshaei

This course will give the students a comprehensive overview on Feature Engineering strategies, a practical hands-on style of learning for theoretical concepts, a rich and comprehensive introduction to proper references including literature, keywords and notable related scientists to follow, and explore pros & cons and hidden tips on algorithms in practice.

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AI & Machine Learning, Automation

An Introduction to Machine Learning

Dr. Rebecca Wooten

Inventory and Assets Management, Advertising Targeting and Product Pricing. Machine Learning Algorithms

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AI & Machine Learning

Hands-on Project - Data Preparation, Modeling & Visualization

Dr. Yogesh Kulkarni

Hands-on Projects, Including Data Preparation, Modeling & Visualization Tasks.

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AI & Machine Learning

The Wumpus World Challenge

Dr. Rebecca Wooten

This course covers the Capstone Project for the AI Track.

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AI & Machine Learning, Data Science / Data Mining

LASSO and Ridge Regression

Josh Browning

Penalized regression models and their improvements to traditional regression.

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AI & Machine Learning, Robotics

Supervised Learning - Linear Regression in Python

Charles Arthur

Modeling linear data with statistics and Machine Learning

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AI & Machine Learning, Big Data, For Executives and Managers

AI for Executives

Dr. Kevin Hill

How AI Will Change Your Business

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AI & Machine Learning

Model Assessment in Machine Learning

David Sanchez

Methods for Evaluating Supervised and Unsupervised Learning Models

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AI & Machine Learning, Big Data

Machine Learning in AI

Dr. Muhammad Shahzad Cheema

6 hours of content geared towards explaining Machine Learning in AI

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AI & Machine Learning

Graph Models for Deep Learning

Dr. Stephen Huff

An executive review of hot technology

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