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Oracle Cloud Infrastructure Data Science Professional (2025): Hands-on Workshop

The Oracle Cloud Infrastructure Data Science Professional (2025): Hands-on Workshop equips data scientists and machine learning engineers with advanced skills to design, deploy, and manage end-to-end ML workflows on OCI. It solves the critical industry challenge of operationalizing AI models at scale, addressing a market where 87% of data science projects fail to reach production. Learners gain mastery in OCI Data Science workspaces, ADS SDK, Model Catalog, ML Pipelines, and MLOps practices through real-world labs.

This course prepares learners for the Oracle Cloud Infrastructure Data Science Professional (1Z0-1110-25) certification exam, featuring 50 questions and a 68% passing score. Koenig Solutions provides official vendor-authorized courseware and 30-day lab access, enabling repeated practice in a live OCI environment. Graduates emerge ready to lead enterprise AI initiatives with certified expertise.

24 Hours (3 Days)
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0+ professionals trained

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Course Overview

The Oracle Cloud Infrastructure Data Science Professional (2025): Hands-on Workshop is a comprehensive training program by Oracle designed to prepare data scientists, machine learning engineers, and AI solutions architects for the 1Z0-1110-25 certification exam. This course equips professionals with end-to-end skills in building, training, deploying, and managing machine learning models using Oracle Cloud Infrastructure (OCI) services. With demand surging—over 70% of enterprises now adopting cloud-based AI/ML platforms—this workshop addresses a critical industry need. It is ideal for individuals aiming to validate their expertise in OCI’s data science ecosystem and advance into high-impact roles where cloud-native machine learning proficiency is essential.

Participants gain hands-on experience with core OCI services including OCI Data Science, Accelerated Data Science (ADS) SDK, OCI Generative AI, OCI Data Flow, OCI Vault, and OCI Object Storage. The lab environment, delivered through Oracle’s cloud console, enables learners to configure tenancy policies, build secure data science workspaces, and manage projects using JupyterLab and Conda environments. Students complete real-world scenarios such as developing a LangChain-based RAG application, tuning hyperparameters with ADSTuner, and deploying scalable ML models with autoscaling enabled. These labs emphasize MLOps practices like job automation, logging, monitoring, and model catalog management, ensuring participants master production-grade workflows.

This workshop directly prepares candidates for the Oracle Cloud Infrastructure 2025 Data Science Professional (1Z0-1110-25) certification, globally recognized for validating advanced cloud data science capabilities. Certified professionals command an average annual salary of $135,000, with senior roles reaching over $160,000. Koenig Solutions enhances this learning with Guaranteed-to-Run batches, official Oracle courseware, and access to expert-led 1-on-1 mentoring, ensuring deep mastery. Graduates emerge ready to lead AI initiatives in enterprise environments, driving innovation through scalable, secure, and efficient machine learning solutions on Oracle Cloud.

What You'll Learn

Configure Oracle Cloud Infrastructure (OCI) tenancy for Data Science workspaces to streamline setup and enhance project efficiency. Manage OCI Conda environments tailored for machine learning to ensure consistent, reproducible results. Deploy models effortlessly using Oracle Cloud Infrastructure Data Science Jobs, reducing deployment time by up to 50%. Secure your data science assets with OCI Vault integration, safeguarding sensitive information against unauthorized access. Implement MLOps pipelines within Oracle Cloud Infrastructure to automate model deployment and monitoring, accelerating time-to-market. Optimize model training with the ADS SDK on OCI, enabling faster processing and improved accuracy. This Oracle Cloud Infrastructure Data Science Professional (2025): Hands-on Workshop equips learners with practical skills to leverage OCI’s robust tools, ensuring they can build, deploy, and secure AI models efficiently. Join over 10,000 data scientists trained by Oracle to stay ahead in AI innovation. Gain confidence in managing cloud-based ML projects and drive business value with proven OCI solutions.

Prerequisites

Recommended knowledge before taking this course
  • "Oracle Cloud Infrastructure Data Science Professional (2025): Hands-on Workshop" prerequisites include the Oracle Cloud Infrastructure 2025 Foundations Associate certification or equivalent experience, which ensures a solid understanding of OCI fundamentals. Candidates should have hands-on experience with the OCI Console and CLI for resource provisioning and management, enabling efficient cloud operations. Proficiency in Python programming is essential for developing data science workflows and building models, as Python is the primary language used in this course. A working knowledge of SQL is necessary for querying Oracle Autonomous Database and manipulating data effectively. Experience with Jupyter notebooks within the OCI Data Science service allows learners to perform interactive data analysis and model development seamlessly. Additionally, a good understanding of machine learning concepts and familiarity with frameworks such as scikit-learn or XGBoost will help participants apply advanced algorithms confidently. Completing these prerequisites ensures you gain maximum benefit from this Oracle Cloud Infrastructure Data Science Professional (2025) workshop, transforming your skills and boosting your career in cloud-based data science.
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Certification Exam

Everything you need to know about the Oracle Cloud Infrastructure Data Science Professional (2025): Hands-on Workshop certification exam

Exam Details
Exam Name
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
14 days waiting period for first retake
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Oracle Cloud Infrastructure Data Science Professional (2025): Hands-on Workshop

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Course Curriculum

Structured learning with hands-on labs and real-world scenarios

1
Day 1– Mastering Oracle Cloud Infrastructure Data Science Professional (2025): Hands-on Workshop Setup
Workshop Goals and Learning Path Modern Data Science and ML Trends Understanding OCI Data Science Architecture Leveraging ADS SDK for Productivity Core Tenancy Configuration Principles Managing Compartments and Security Policies Automating Infrastructure via Resource Manager Networking Security for Data Science
2
Day 2– Optimizing Workspace Design for OCI Data Science Professional (2025): Hands-on Workshop
Structuring Projects in OCI Data Science Provisioning and Managing Notebook Sessions Advanced JupyterLab Interface Customization Conda Environment Management Best Practices Deploying Data Science Conda Environments Console-based Conda Environment Administration Securing Credentials with OCI Vault Integrating Git for Version Control
3
Day 3– Data Engineering in Oracle Cloud Infrastructure Data Science Professional (2025): Hands-on Workshop
End-to-End ML Lifecycle Frameworks Ingesting Data from Object Storage Connecting to Oracle Autonomous Database Streamlined Data Preprocessing with ADS Implementing Automated Data Transformations Feature Types and Engineering Fundamentals Developing Custom Feature Type Logic Visualizing Data with Smart Tools
4
Day 4– Advanced Modeling in Oracle Cloud Infrastructure Data Science Professional (2025): Hands-on Workshop
Accelerated Training with ADS Libraries Building Models with Oracle AutoML Optimizing Hyperparameters via ADSTuner Assessing Binary Classification Model Performance Analyzing Regression and Multiclass Metrics Interpreting Global Model Explanations Performing Local and WhatIf Analysis Managing Model Serialization and Catalogs
5
Day 5– MLOps Excellence: Oracle Cloud Infrastructure Data Science Professional (2025): Hands-on Workshop
Designing MLOps Architecture on OCI Orchestrating and Monitoring Science Jobs Constructing CI/CD Pipelines for Models Implementing Autoscaling for Model Deployments Integrating OCI Data Flow Workloads Utilizing Oracle Open Data Sets Executing Data Labeling for Projects Leveraging AI Perceptual and Decision Services

What's Included in Your Training

Every enrollment comes packed with resources to maximise your learning and exam success

Career Outcomes

85%

of Oracle Cloud Infrastructure Data Science Professional (2025): Hands-on Workshop certified professionals report career advancement within 6 months

Salary Impact

+30%

Average salary increase reported after obtaining the Oracle Cloud Infrastructure Data Science Professional (2025): Hands-on Workshop certification

Typical Salary Range (Global)
Entry$90,000–$115,000
Mid$115,000–$145,000
Senior$145,000–$180,000

*Source: Glassdoor / LinkedIn 2025

Job Roles

5
  • Data Scientist
  • Machine Learning Engineer
  • AI Solutions Architect
  • Cloud Data Science Specialist
  • MLOps Engineer

Companies Hiring

5,000+
Oracle Accenture Deloitte Infosys Wipro TCS Capgemini Cognizant Ernst & Young PwC

and 5,000+ organizations worldwide seeking Oracle Cloud Infrastructure Data Science Professional (2025): Hands-on Workshop certified professionals

Real Transformations

Course Student Reviews

Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.

18,400+
Verified Reviews
4.9 / 5
Average Rating
95%
Would Recommend
1M+
Professionals Trained
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified

Frequently Asked Questions

Everything you need to know about the Oracle Cloud Infrastructure Data Science Professional (2025): Hands-on Workshop training course

Is the Oracle Cloud Infrastructure Data Science Professional (2025): Hands-on Workshop exam included in the fee, and what is the cost if purchased separately?
The Oracle certification exam is not included in the Koenig workshop fee. You must purchase the 1Z0-1110-25 exam separately for $245 USD. This official Oracle fee applies globally, though local currency rates may cause slight variations. The fee covers one attempt at the exam via Oracle MyLearn.
What training formats are available for the Oracle Cloud Infrastructure Data Science Professional (2025): Hands-on Workshop, and is it Guaranteed-to-Run?
Koenig offers this workshop in live online, classroom, and 1-on-1 formats. All sessions are Guaranteed-to-Run, ensuring no cancellations. The course provides 16 hours of expert-led instruction. This structure offers global participants maximum flexibility while maintaining reliable, scheduled training delivery through our firm GTR assurance policy.
How long is lab access provided, and what environment is used during the Oracle Cloud Infrastructure Data Science Professional (2025): Hands-on Workshop?
Koenig provides 90 days of lab access within a secure, cloud-based sandbox hosted on Oracle Cloud. This environment allows you to gain practical experience with real OCI services. You will master Data Science workspaces, model deployment, and MLOps workflows, ensuring you are ready for complex, production-level configurations.
What is Koenig's rescheduling and cancellation policy for the Oracle Cloud Infrastructure Data Science Professional (2025): Hands-on Workshop?
Koenig permits free rescheduling if requested 7 or more days before the start date. Changes made within 7 days incur a 15% administrative fee. Full refunds are available for cancellations made over 7 days in advance. These terms align with standard policies across all our professional certification training workshops.
What is the format, number of questions, passing score, and time limit for the Oracle Cloud Infrastructure Data Science Professional (2025): Hands-on Workshop exam?
The 1Z0-1110-25 exam features 50 multiple-choice questions with a 90-minute time limit. You must achieve a 68% passing score. Delivered via Oracle or Pearson VUE, the exam validates your skills in machine learning lifecycle management, MLOps, workspace configuration, and seamless integration with core OCI services.
How long is the Oracle Cloud Infrastructure Data Science Professional (2025): Hands-on Workshop certification valid, and what is the renewal process?
Your certification remains valid for 24 months. To renew, you must pass the current version of the 1Z0-1110-25 exam. There is no grace period for expired credentials. Each renewal attempt costs $245 USD, ensuring that all certified professionals maintain current, verified expertise in the latest OCI data science technologies.
What post-training support does Koenig provide after completing the Oracle Cloud Infrastructure Data Science Professional (2025): Hands-on Workshop?
Koenig provides 30 days of post-training mentorship and access to community forums. You also receive a free course retake within 6 months. This support includes technical clarification, exam registration guidance, and personalized study planning to help you maximize your certification success after finishing the workshop.
What prerequisites or prior experience are recommended for attending the Oracle Cloud Infrastructure Data Science Professional (2025): Hands-on Workshop?
Oracle recommends 12 months of hands-on experience designing and operating large-scale OCI solutions. You should have a strong foundation in data science and machine learning. Proficiency in Python, ML frameworks, and OCI core services like IAM, Networking, and Object Storage is essential for success in this advanced professional-level course.
What career benefits and salary impact can one expect after earning the Oracle Cloud Infrastructure Data Science Professional (2025): Hands-on Workshop certification?
Certified professionals qualify for specialized roles like OCI Data Scientist and AI Engineer. Average salaries in North America range from $110,000 to $140,000 annually. Earning this certification typically leads to a 15–20% salary increase, reflecting the high market demand for professionals with validated OCI data science expertise.
How does Koenig's Oracle Cloud Infrastructure Data Science Professional (2025): Hands-on Workshop compare to self-study preparation options?
Koenig’s workshop accelerates your preparation through expert instruction and hands-on labs. This format reduces total study time by up to 40% compared to independent self-study. With structured curriculum, mentorship, and real-world scenarios, you significantly improve your exam pass rate compared to learning on your own.
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