Official Training Artificial Intelligence (AI) Training – AI Apprentice to AI Architect

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Artificial Intelligence (AI) Training – AI Apprentice to AI Architect

Get certified without the classroom price tag. This CertKit prepares you for every exam domain with MeasureUp practice tests and expert tutor support. Study on your schedule. Walk into your exam ready.

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Official training content for leading certification vendors

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AI Apprentice to AI Architect Learning Journey for Building Real-World AI Expertise

The AI Apprentice to AI Architect Learning Journey is a structured four-track program that builds your skills from foundational AI theory through to enterprise-level AI system design. Across 57+ hours of e-learning, you work through AI development with Python, deep learning frameworks including Keras and Microsoft CNTK, Apache Spark, computer vision, Google BERT, cognitive modeling, and explainable AI. Each track includes a Final Exam assessment and 8 hours of hands-on Practice Labs, giving you practical experience with the tools AI professionals use daily. Expert tutor support is available 24/7 throughout your 365-day access period.

What this training includes

  • 57+ hours of e-learning — 365 days access
  • Final Exam assessment per track (4 total)
  • 32 hours of hands-on Practice Labs (8 hours per track)
  • Expert tutor support available 24/7
  • Organizations seeking team-wide training can explore our corporate volume solutions.

Ready for roles like

  • AI Engineer
  • Machine Learning Engineer
  • AI Developer
  • Data Scientist
  • AI Solutions Architect

What does this learning journey cover

Track 1: AI Apprentice +
This track establishes the theoretical and practical foundations of AI. You study core AI theory, the different types of AI, human-computer interaction principles and methodologies, AI development with Python, computer vision, and cognitive modeling approaches. The 8-hour Practice Lab covers exploratory data analysis, machine learning regression and classification, deep neural networks, convolutional neural networks, and NLP text analysis using Jupyter Notebook, Python, Anaconda, Scikit-learn, and Keras.
Track 2: AI Developer +
This track focuses on the frameworks and tools used in professional AI development. You work with the Microsoft Cognitive Toolkit (CNTK), Keras, Apache Spark, Amazon Machine Learning, cognitive modeling, AI in robotics, and Google BERT. The 7-hour Practice Lab puts these skills into practice through prediction models, sentiment analysis, image classification, BERT-based category classification, and prediction analysis using pySpark.
Track 3: AI Practitioner +
This track advances your skills in optimizing and fine-tuning AI solutions at a production level. Topics include the role and responsibilities of an AI Practitioner, advanced CNTK functionality, the Keras framework, Apache Spark for AI development, extending Amazon Machine Learning, and building intelligent information systems. The 8-hour Practice Lab reinforces these advanced AI practitioner competencies in a real working environment.
Track 4: AI Architect +
This track develops the strategic and architectural thinking required at senior AI level. You cover the elements of an AI Architect role, AI enterprise planning, AI applications across industries, reusable AI architecture patterns, evaluating current and future AI technologies and frameworks, and explainable AI (XAI). The 8-hour Practice Lab covers real-world AI Architect scenarios including implementing an AI analytics dashboard, comparing Parameter-Sharing and Federated Learning architectures, and applying AI explainability methods using Jupyter Notebook and Anaconda.

Where can this learning journey take your career

Career paths and next training after the AI Apprentice to AI Architect journey +
AI skills are in demand across every major industry, with organizations actively hiring across machine learning, data science, AI engineering, and enterprise AI strategy. After completing this journey, many professionals continue with Machine Learning With Python to deepen their ML expertise, AWS Certified AI Practitioner (AIF-C01) to validate cloud AI knowledge, or Microsoft AI-102: Azure AI Engineer Associate to specialize in Azure-based AI solutions. For all structured multi-track programs, explore our Learning Journeys collection.

Frequently Asked Questions

What prior experience do I need to start this learning journey +
This journey is designed for technology professionals ready to move into AI development and architecture. A basic familiarity with programming concepts is helpful, particularly Python, as the early tracks include Python-based AI development. The program begins with foundational AI theory before progressing to advanced frameworks, so no prior AI-specific experience is required to start.
Does this training prepare me for a specific AI certification exam +
This learning journey is not tied to a single vendor certification exam. It builds broad, practical AI skills across the Microsoft, Amazon, and Google AI ecosystems, covering frameworks and tools that appear across multiple vendor certification tracks. Each track ends with a Final Exam assessment to measure your progress. For certification-specific preparation, standalone courses such as the AWS Certified AI Practitioner or Microsoft AI-102 are available separately on DiviTrain.
What tools and environments are used in the hands-on Practice Labs +
The Practice Labs across all four tracks use tools that AI professionals work with in real environments. Tracks 1 and 2 use Jupyter Notebook, Python, Anaconda, Scikit-learn, and Keras for machine learning and deep learning exercises. Track 4 uses Jupyter Notebook and Anaconda for AI architecture scenarios. All labs are hosted in a cloud environment, so no local software installation is required.
Is the exam voucher included and how do I register for the exam +
The exam voucher is not included in this training. The exam is administered globally by Pearson VUE, either at an authorized testing center or via online proctoring. Once your preparation is complete, you register and purchase your exam voucher directly through the official certification or Pearson VUE website.
Can my team or organization get certified together +
Yes. DiviTrain offers volume licensing for teams and organizations looking to upskill at scale. Whether you are certifying a small IT team or rolling out training across departments, our corporate solutions provide flexible access and invoicing options. Visit our For Teams page to learn more.
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Interactive Courses

Structured, exam-focused learning

Every module is built around official certification objectives. No filler, only what you need to pass the exam.

  • Video lessons with slides and visual diagrams
  • Navigate by topic via full table of contents
  • 365 days full access, study at your own pace
  • Fully mobile compatible
MeasureUp practice exam setup for CompTIA Security+ with 213 questions and 75% pass score benchmark
MeasureUp Practice Exams

Simulate the real exam before exam day

MeasureUp is the world's leading exam prep platform. 213 questions in the exact format you'll face at the Pearson VUE test center.

  • 213 exam-style questions with detailed answer feedback
  • Practice mode + full Certification simulation mode
  • 75% pass score benchmark — same as the real exam
  • 60 days access included with every course
Skillsoft Practice Labs interface for CompTIA Security+ showing guided lab exercises per exam domain
Hands-On Practice Labs

Real skills in a real environment

Browser-based labs covering every exam domain. No local setup required — open your browser and start practicing.

  • Guided lab exercises per exam domain
  • Challenge Labs for independent scenario practice
  • CompTIA, Microsoft & Cisco lab environments
  • Included with CertKit + Labs products
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Expert Tutor Support

Never get stuck, mentors are always available

Hit a wall? Your personal mentoring team answers course and certification questions via chat or email, around the clock.

  • Expert tutor support available 24/7
  • Chat or email, your choice
  • Certification-specific guidance
  • Included with all DiviTrain courses
Value Comparison

How DiviTrain compares

Same exam. A fraction of the cost. See how this CertKit stacks up against the alternatives.

Best ValueDiviTrain CertKit Classroom Training Pluralsight / LinkedIn
Price $1,099 €1,500–€2,000 From $399/year
Video training
Hands-on labs Guided, virtual environment Premium only
MeasureUp practice exams 60 days included
Expert tutor support Available 24/7
Access duration 365 days 5 days While subscribed
Study at your own pace Fixed schedule
Exam voucher included Book via Pearson VUE Sometimes

* Prices shown are indicative examples. Actual prices may vary by product, provider and region.

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