This course will help you prepare for the Salesforce Certified AI Associate Certification by covering essential AI concepts and tools. By completing this course, you will gain a solid understanding of AI fundamentals, including machine learning, neural networks, and the differences between predictive and generative AI. You'll explore how these AI capabilities are applied within Salesforce, enhancing your ability to use AI effectively in CRM systems.



Expérience recommandée
Ce que vous apprendrez
Understand the fundamental AI concepts like machine learning, neural networks, and data types.
Explore how to apply Salesforce AI tools like Einstein Prediction Builder and Einstein Bots to real-world CRM scenarios.
Learn how to clean and maintain data for AI-driven projects to ensure accurate and reliable insights.
Master AI's ethical considerations and its impact on data privacy, security, and decision-making in Salesforce.
Compétences que vous acquerrez
- Catégorie : Artificial Intelligence
- Catégorie : Customer Relationship Management (CRM) Software
- Catégorie : Customer Engagement
- Catégorie : Artificial Intelligence and Machine Learning (AI/ML)
- Catégorie : Predictive Modeling
- Catégorie : Generative AI
- Catégorie : Data Quality
- Catégorie : Salesforce Development
- Catégorie : Artificial Neural Networks
- Catégorie : Data Ethics
- Catégorie : Salesforce
- Catégorie : Data Management
- Catégorie : Supervised Learning
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Il y a 9 modules dans ce cours
In this module, we will introduce you to the foundational concepts of AI, focusing on its capabilities and key types. You will explore the different learning models, such as supervised and unsupervised learning, and gain insights into the importance of data types. Additionally, we will differentiate between predictive and generative AI and examine their applications within the Salesforce environment.
Inclus
8 vidéos1 lecture1 devoir
In this module, we will explore the risks linked to AI, such as privacy violations and security challenges. You will also gain an understanding of Salesforce's Trusted AI principles, designed to ensure the ethical and secure application of AI technology. By the end of the module, you'll grasp the importance of integrating ethical considerations in AI systems.
Inclus
2 vidéos1 devoir
In this module, we will guide you through the process of setting up Einstein Prediction Builder and customizing Salesforce objects to support AI-driven predictions. You will learn how to create and configure custom fields, import data, and enable predictions, providing you with a complete understanding of how to apply Einstein Prediction Builder to various data types, such as medical appointments and reservations. By the end of the module, you'll be equipped to leverage predictions within your Salesforce environment.
Inclus
12 vidéos1 devoir
In this module, we will walk you through the process of enabling Einstein for Developers, equipping you with the tools necessary to integrate AI into your custom Salesforce applications. You’ll learn how to set up Visual Studio Code and Salesforce CLI, and explore the power of writing code that taps into Einstein's AI capabilities. By the end, you’ll have a solid understanding of how to leverage Einstein to enhance your development projects.
Inclus
4 vidéos1 devoir
In this module, we will introduce you to Einstein Activity Capture and how it helps sync vital data across Salesforce to provide valuable AI insights. You will learn the setup process for integrating this tool into your organization, and explore how syncing emails and appointments can streamline CRM data management, ensuring a seamless workflow. By the end of the module, you’ll be able to utilize Einstein Activity Capture to enhance data flow and capture key activities.
Inclus
3 vidéos1 devoir
In this module, we will guide you through the setup and configuration of Einstein Bots, starting with account setup and enabling chat functionalities. You will learn how to customize the bot by adding questions, invoking flows, and integrating Apex classes for enhanced responsiveness. By the end of the module, you'll be equipped to deploy and manage Einstein Bots for seamless customer engagement across platforms.
Inclus
10 vidéos1 devoir
In this module, we will explore Einstein Next Best Action, an AI-powered feature that provides optimal suggestions for customer interactions. You will learn how to create and customize screen flows and recommendation records to deliver tailored responses. Additionally, we’ll dive into creating a Recommendation Strategy Flow to refine decision-making and personalize recommendations in Salesforce.
Inclus
3 vidéos1 devoir
In this module, we will introduce the AI capabilities available within CRM systems, focusing on how they improve customer interactions. You will also discover the power of Einstein Discovery in providing valuable insights from CRM data and how it can drive smarter decisions. Finally, we’ll review best practices and Salesforce guidelines to ensure AI is implemented responsibly and effectively within CRM solutions.
Inclus
3 vidéos1 devoir
In this module, we will focus on the importance of high-quality data for AI systems, starting with essential data quality standards and dimensions that ensure reliable outputs. You’ll learn the best practices for maintaining and cleaning your data, preparing it for AI analysis. We’ll also cover strategies to ensure sustainable success in AI-driven projects through effective data management.
Inclus
5 vidéos2 devoirs
Instructeur

Offert par
En savoir plus sur Machine Learning
LearnKartS
Coursera Instructor Network
KodeKloud
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Foire Aux Questions
Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.
If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.
Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.
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