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Analytics: Business Intelligence, Algorithms and Statistical Analysis
- ナレーター: Martin James
- 再生時間: 5 時間 54 分
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あらすじ・解説
In today's world, analysis has become an extremely important aspect to consider when you are thinking of starting any new line of business or even when it comes to purchasing a new house.
The unfortunate fact is that not many people know what analysis is all about. They tend to assume that each of the elements – analysis, business intelligence, algorithms and statistical analysis – are different entities when in reality they are all interlinked. This book will help you gather a greater insight on all the elements. And you will gain an in-depth knowledge on each of these elements in different parts of the book; helping you to increase your knowledge and widen your horizons!
Here's what is covered:
- Analytics 101 - including the challenges and risks
- The Types of Analytics - predictive, descriptive and prescriptive analytics
- Integrating Business and Analytics - choose the right data and analytics
- Business Analytics Technology - the top emerging technologies, tools, and trends
- Predictive Analytics - 101
- Exploring Data Types Associated Techniques
- Business Intelligence 101
- Business Intelligence Infrastructure - benefits and how to use it
- How to Use the Business Intelligence Infrastructure
- The Benefits of Business Intelligence
- Data Mining
- Data Integration - including the value and benefits
- Data Visualization
- Best Algorithms for Analytics - C4.5, K-Means, and Support Vector Machines
- Statistical Analysis 101
- Data Mining Tools
- Machine Learning
- Varieties of Machine Learning
- Uses of Machine Learning
- Big Data Analytics
- Artificial Intelligence and Data Science - including Artificial Intelligence 101
- Data Science
- And much more...