Book Image

Learning Einstein Analytics

By : Santosh Tukaram Chitalkar
Book Image

Learning Einstein Analytics

By: Santosh Tukaram Chitalkar

Overview of this book

Salesforce Einstein analytics aka Wave Analytics is a cloud-based platform which connects data from the multiple sources and explores it to uncover insights. It empowers sales reps, marketers, and analysts with the insights to make customer interactions smarter, without building mathematical models. You will learn to create app, lenses, dashboards and share dashboards with other users. This book starts off with explaining you fundamental concepts like lenses, step, measures and sets you up with Einstein Analytics platform. We then move on to creating an app and here you will learn to create datasets, dashboards and different ways to import data into Analytics. Moving on we look at Einstein for sales, services, and marketing individually. Here you will learn to manage your pipeline, understand important business drivers and visualize trends. You will also learn features related to data monitoring tools and embedding dashboards with lightning, visualforce page and mobile devices. Further, you will learn advanced features pertaining to recent advancements in Einstein which include machine learning constructs and getting predictions for events. By the end of this book, you will become proficient in the Einstein analytics, getting insights faster and understanding your customer in a better way.
Table of Contents (19 chapters)
Title Page
Copyright and Credits
Dedication
Packt Upsell
Contributors
Preface
7
Security and Sharing in Einstein Analytics
Index

Einstein Analytics


Einstein Analytics is a comprehensive business intelligence tool powered by artificial intelligence, and used to analyze all your business data in quick succession for precise predictive insights and prescriptive recommendations.

Introduction to Einstein Analytics

Salesforce users will get recommendations and suggestions automatically. The Einstein Analytics platform learns from the customer data already in Salesforce and makes predictions accordingly. Insights, predictions, and recommendations are served up seamlessly in Salesforce.

Consider this scenario, Anutosh Infotech is a multinational organization that launched a new product called All Smart. All Smart is a tracking device that connects your belongings to the All Smart application on your phone and helps you find them. Now, to create awareness of this product, Anutosh Infotech started publicizing it via ads on Facebook, YouTube, and so on and they got the xyz number of leads through it. Now Einstein will automatically give a recommendation about which campaign is more effective. So for the next campaign, the company will spend more money on effective campaigning. You can also share multiple insights regarding this campaign's Lead Scoring, Einstein Recommendations, Einstein Social Insights, and so on.

The Salesforce document clearly states the following:

"Einstein is like having your own data scientist to guide you through your day. It learns from all your data, and delivers predictions and recommendations based on your unique business processes."

In Einstein Analytics, we can gather data from different locations, such as Excel, Salesforce, Informatica, and so on and merge them together to build the insights. 

Here are the main reasons why Einstein is the next big thing: 

  • Social media is a platform where customers give their feedback about products and services. So the data on social media will play an important role and this data is increasing exponentially each day. 
  • Einstein Analytics uses new technologies such as advanced machine learning, deeper understanding, predictive analytics, natural language processing, and smart data discovery. So, with every interaction and every additional piece of data, it will learn and self-tune to get smarter.
  • Einstein Analytics uses predictive analysis and gives recommendations based on the data history. 
  • User can connect to data on other platforms and built dashboards on it. The user can also import that data to Einstein Analytics without any formulas or coding. 
  • Einstein is secure, trusted, scalable, dependable, and, of course, mobile! It enables everyone in your organization to get instant access to powerful statistics and figures through its intuitive point and click visual interface.
  • It promises to help sales, marketing, and service professionals make better decisions, up to 38% faster by leveraging artificial intelligence. It proposes to achieve this via contextually relevant, self-service Analytics applications that can tell you what is happening, why it is happening, what is likely to happen, and what action you should take.

From the sales, marketing, or services standpoint, this smart, artificially intelligent tool is helping businesses understand the results of their different activities better.

You may ask, what is so great about Einstein Analytics or how it is different from the already present Analytics tool.

The answer to these questions is simple. Einstein Analytics allows users to note performance data to get an insight into different activities and their results. This is quite like the other tools, but here is how it is different:

  • Its artificial intelligence analyzes productivity and automatically gives insights and recommendations for informed decision making
  • It includes the following entire pool of Analytics applications to expose more in-depth and futuristic information:
    • Service Analytics
    • Sales Analytics
    • B2B Marketing Analytics

With Einstein Analytics, every CRM user can now easily analyze what happened in the business, why it happened, and what steps to take, without a team of expert data scientists.

Salesforce is partnering with Trailhead, an interactive, guided, and gamified learning platform that offers 12 online learning modules. Trounce your competitors and get a head start by learning Einstein Analytics with Trailhead.

To start learning, go through the following tutorials:

  • Analytics/Wave Basics
  • Mobile Analytics / Wave Exploration
  • Desktop Analytics / Wave Exploration

If you are working with Salesforce as a partner, the following are specific training programs for you:

  • White belt
  • Green belt
  • Brown belt
  • Black belt