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Exam Number : DEV-450
Exam Name : Salesforce Certified Platform Developer I
Vendor Name : Salesforce
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DEV-450 Exam Format | DEV-450 Course Contents | DEV-450 Course Outline | DEV-450 Exam Syllabus | DEV-450 Exam Objectives


The Salesforce Certified Platform Developer I exam has the following characteristics:

 Content: 60 multiple-choice/multiple-select questions

 Time allotted to complete the exam: 110 minutes

 Passing Score: 65%

The Salesforce Certified Platform Developer I exam is intended for an individual who has
experience developing and deploying basic business logic and user interfaces using the
programmatic capabilities of the Lightning Platform, including practical application of the
skills and concepts noted in the exam objectives below.

The Salesforce Certified Platform Developer I generally has one to two years of experience as
a developer and at least six months of experience on the Lightning Platform.
The Salesforce Certified Platform Developer I candidate has the experience, skills, and
knowledge outlined below:

 Can use the fundamental programmatic capabilities of the Lightning Platform to
develop custom interfaces to extend Salesforce capabilities and develop custom
business logic.

 Can extend the Lightning Platform using Apex and Visualforce, and understands
Lightning Components.

 Is familiar with, and able to leverage relevant declarative capabilities of the platform,
where appropriate.

 Knows when to use declarative vs. programmatic methods.

 Is familiar with the development lifecycle from development to testing, and has
knowledge of the available environments.

 Is familiar with the Salesforce Mobile app capabilities and the basics of the Lightning

 Knows when to use the Lightning Process Builder vs. an Apex trigger.

 Has experience with object-oriented languages such as Java, JavaScript, C#, Ruby,
and .NET.

 Has experience with data-driven applications and relational databases.

 Has experience with Model View Controller (MVC) architecture and componentbased architecture.

 Has invested time in studying the resources listed in this exam guide and the
additional required study materials provided by Salesforce.


The Salesforce Certified Platform Developer I exam measures a candidates knowledge and
skills related to the following objectives. A candidate should have hands-on experience
developing custom applications on the Lightning Platform and have demonstrated the
application of each of the features/functions below.


 Describe the considerations when developing in a multi-tenant environment.

 Describe how the Salesforce platform features map to the MVC pattern.

 Describe the capabilities of the core CRM objects in the Salesforce schema.

 Identify the common scenarios for extending an application's capabilities using
the AppExchange.

 Identify common use cases for declarative customization of the Lightning
Platform, and customization and features of the Heroku platform.


 Given a set of requirements, determine the appropriate data model.

 Describe the capabilities of the various relationship types and the implications
of each on record access, user interface (UI), and object-oriented

 Describe the impact of schema design and modifications on Apex

 Describe how to visualize and create entity relationships.

 Describe the options for and considerations when importing and exporting
data into development environments.


 Describe how to programmatically access and utilize the object schema.

 Describe the capabilities and use cases for formula fields.

 Describe the capabilities and use cases for roll-up summary fields.

 Describe the capabilities of the declarative process automation features.

 Describe when to use declarative automation features vs. Apex classes and

 Describe how to declare variables and constants in Apex and how to assign
values using expressions.

 Describe the primitive and complex Apex data types and when to use them.

 Describe how to use and apply Apex control flow statements.

 Describe how to write and when to use Apex classes and interfaces.

 Describe how to use basic SOSL, SOQL, and DML statements when working
with objects in Apex.

 Describe the basic patterns used in triggers and classes to process data

 Describe when to use and how to write triggers.

 Describe the implications of governor limits on Apex transactions.

 Describe the relationship between Apex transactions, the save order of
execution, and the potential for recursion and/or cascading.

 Describe how to implement exception handling in Apex.

 Describe how to write Visualforce controllers.

 Describe when and how to use standard Visualforce controllers vs. Apex
custom controllers and controller extensions.

 Describe the programmatic techniques to prevent security vulnerabilities in
Apex and Visualforce.

 Describe how Apex impacts the ability to make declarative changes.


 Describe how to display Salesforce data using a Visualforce page.

 Describe the types of web content that can be incorporated into Visualforce

 Describe how to incorporate Visualforce pages into Lightning Platform

 Describe the benefits of the Lightning Component framework.

 Describe the resources that can be contained in a Lightning Component.


 Describe the testing framework and requirements for deployment.

 Describe how to write unit tests for triggers, controllers, and classes.

 Describe when and how to use various sources of test data.

 Describe how to execute one or multiple test classes.

 Describe the differences between invoking Apex in execute anonymous vs. unit


 Describe how to monitor and access various types of debug logs.

 Describe the capabilities and security implications of the Developer Console,
Workbench, and IDE.

 Describe the different processes for deploying metadata and business data.

 Describe how the different environments are used in the development and
deployment process.

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Salesforce Exam Questions


Salesforce launches AI Cloud to convey fashions to the enterprise | Resources

Salesforce is launching a new suite of items aimed at bolstering its position in the ultra-competitive AI area.

called AI Cloud, the suite, which contains tools designed to convey “enterprise competent” AI, is Salesforce’s newest pass-disciplinary attempt to augment its product portfolio with AI capabilities. in lots of methods, it’s a continuation of the generative AI initiative that the company launched in March, which aims to comprise generative AI across the entire of the Salesforce platform.

“It’s in reality about bringing generative AI in a depended on vogue to the business,” Adam Caplan, SVP of emerging expertise at Salesforce, informed TechCrunch in a mobile interview. “We’re moving highly quickly to leverage the history we've in AI and construct this into into our stack in a trusted vogue.”

AI Cloud hosts and serves AI fashions — notably text-generating fashions — from quite a number companions together with Amazon internet functions, Anthropic, Cohere and OpenAI on Salesforce’s cloud infrastructure. First-party fashions are available from Salesforce’s AI analysis division, powering capabilities like code generation and enterprise manner automation. Or shoppers can bring a custom-educated model to the platform while storing records on their own infrastructure.

the conceit isn’t a long way off from Amazon’s these days-launched Bedrock, which offers a family of models expert in-condominium by means of AWS in addition to pretrained fashions from startup partners.

“What we’re doing is we’re in fact taking an ecosystem approach — an open method — and dealing with the ideal mannequin for the ultimate use case,” Caplan referred to.

Generative AI all over

The Salesforce-constructed models in AI Cloud energy new capabilities in Salesforce’s flagship products, including data Cloud, Tableau, movement and MuleSoft. There’s nine models in complete: income GPT, service GPT, advertising GPT, Commerce GPT,  Slack GPT, Tableau GPT, circulation GPT and Apex GPT.

income GPT can right away auto-craft personalized emails, whereas carrier GPT can create service briefings, case summaries and work orders according to case statistics and client historical past. advertising GPT and Commerce GPT, meanwhile, can generate audience segments for targeting and tailor product descriptions to every purchaser in accordance with their consumer facts, or supply strategies like a way to boost commonplace order value.

Salesforce AI Cloud © provided by way of TechCrunch Salesforce AI Cloud

photograph credits: Salesforce

Slack GPT, Tableau GPT, stream GPT and Apex GPT are a bit extra specialized in nature. Slack GPT and move GPT let users build no-code workflows that embed AI movements, whether in Slack or move. Tableau GPT can generate visualizations in response to natural language prompts, and floor statistics insights. As for Apex GPT, it will probably scan for code vulnerabilities and indicate inline code for Apex, Salesforce’s proprietary programming language.

a number of of the models are are living as of these days, together with Slack GPT, Commerce GPT, sales GPT and service GPT. The rest — minus circulate GPT, which lands in October — are scheduled to arrive as early as this month.

Salesforce AI Cloud © supplied through TechCrunch Salesforce AI Cloud

photograph credits: Salesforce

One glaring omission in Cloud AI is an image technology model alongside the lines of DALL-E 2 and sturdy Diffusion.  Caplan spoke of that it’s within the works, acknowledging the usefulness for developing advertising campaigns, touchdown pages emails and more. but he added that there’s a number of barriers — from copyright to toxicity — Salesforce goals to overcome earlier than it releases it.

have confidence layer

So what else units AI Cloud apart? smartly, Salesforce is touting Einstein believe Layer, a new AI moderation and redaction provider. akin to Nvidia’s NeMo Guardrails, Einstein have confidence Layer makes an attempt to stay away from textual content-generating fashions from maintaining sensitive records, reminiscent of client buy orders and contact numbers.

Einstein have confidence Layer’s geared toward agencies with strict compliance and governance requirements that’d continually preclude them from the use of generative AI tools, Caplan says. certainly, it’s well timed. A transforming into record of organizations together with Amazon, Goldman Sachs, and Verizon have banned or constrained the use of generative AI like ChatGPT, citing privateness risks.

“The number one query from every consumer is round believe and security and the way we are able to allow them as business to method these new applied sciences — this new world — in a secure trend,:” Caplan mentioned.

Einstein have confidence Layer sits between an app or provider and a text-generating model, detecting when a immediate could contain delicate assistance and immediately getting rid of it on the backend earlier than it reaches the model. The service can additionally filter for toxicity (e.g., sexism, racism, and other sorts of discrimination), even if in a immediate or in the response from a mannequin.

users who link models from third-birthday party structures such as Amazon SageMaker or Google’s Vertex AI to AI Cloud can still tap Einstein trust Layer, Salesforce says. And for OpenAI valued clientele, Salesforce says that it’s based a “believe partnership” with OpenAI to convey joint content moderation the usage of OpenAI’s defense tools at the side of Einstein have faith Layer.

Moderating fashions and prompts is complex enterprise, and Salesforce has plenty in the means of competition. Microsoft, which simply final month debuted a brand new AI service to average text and pictures, together with from fashions, presents mannequin customization alternatives similar to Einstein have faith Layer by way of its Azure OpenAI service (albeit handiest for OpenAI fashions).

in all probability that’s why, to further differentiate AI Cloud from the other managed AI service offerings out there, Salesforce is launching an array of on the spot “templates” and instant template constructing equipment. Salesforce says the template’s “optimized” AI prompts use “harmonized” records to ground model-generated outputs within the context of an organization’s needs, influencing the great and relevance of the generated content.

It’s in the interest of reducing the time and price to adapt a generative AI model in AI Cloud to a specific use case, Caplan talked about. as an instance, a customer may create a template that “instructs” a mannequin to be aware e mail responses in a means that’s aligned with a house vogue, or that pulls in selected customer counsel from a Salesforce database.

“It’s definitely a fundamental shift in terms of the excellent of an electronic mail and the difference between greater well-known copy versus replica grounded in the consumer relationship management information,” Caplan said.

Of course, prompt engineering isn’t a new science. And other generative AI platforms, like writer, Jasper and even Grammarly, deliver easy methods to steer fashions’ responses towards certain patterns. Arguably the real price proposition here — at the least the one Salesforce is underlining — is the benefit with which Salesforce statistics may also be connected to (and manipulated by) a mannequin.

For shoppers already entrenched in the Salesforce product ecosystem, it’s doubtless a compelling earnings pitch.

“AI plus information plus client relationship management is a extremely potent mixture,” Caplan pointed out. “we will proceed to make these prompts smarter and stronger. And that’s going to be basically powerful, as well as working towards the models and providing extra cost to our consumers and similar things across the stack.”

AI Cloud will launch someday this year, Salesforce says, with Einstein have faith Layer set to become frequently available later this month.

Salesforce launches AI Cloud to convey models to the enterprise by means of Kyle Wiggers initially published on TechCrunch


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