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Oracle Cloud Infrastructure Data Science Professional (2023): Hands-On Workshop

The Oracle Cloud Infrastructure Data Science Professional (2023): Hands-On Workshop prepares data scientists, machine learning engineers, and AI specialists to build, train, and deploy models using OCI’s managed platform, solving the critical industry challenge of scaling ML workflows securely in production. With demand for cloud data science skills growing by 32% annually, this course delivers hands-on mastery of OCI Data Science, AutoML, and MLOps practices validated by Oracle’s certification program.

Prepare for the Oracle Cloud Infrastructure Data Science 2023 Professional (1Z0-1110-23) exam with Koenig’s official vendor-authorized courseware and 30-day lab access. Gain the expertise to command an average salary of $135,000 and lead AI initiatives in enterprises adopting Oracle’s cloud ecosystem.

24 Hours (3 Days)
Live Online / Classroom
0+ professionals trained

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Course Overview

The Oracle Cloud Infrastructure Data Science Professional (2023): Hands-On Workshop by Oracle is designed to prepare data scientists, machine learning engineers, and MLOps engineers for the OCI-DATA-SCIENCE-PROFESSIONAL certification exam. This comprehensive training equips professionals with the skills to design, build, and deploy machine learning models using Oracle’s cloud-native data science tools. With enterprises increasingly adopting OCI for secure and scalable AI workloads—especially in regulated industries like finance and healthcare where Oracle's governed AI framework is preferred—demand for certified practitioners has surged. The course is ideal for those aiming to validate expertise in end-to-end ML lifecycle management within the Oracle Cloud ecosystem.

Participants engage directly with core Oracle Cloud Infrastructure services including OCI Data Science, Accelerated Data Science (ADS) SDK, OCI Generative AI, OCI Vault, OCI Object Storage, and OCI Data Labeling. Through hands-on labs conducted in the OCI Console, students configure secure tenancies, manage notebook sessions with JupyterLab, create conda environments, and integrate Git repositories. A key project involves building a full machine learning pipeline: ingesting data from Autonomous Database, preprocessing with ADS, training models using Oracle AutoML and custom frameworks like TensorFlow, deploying LangChain-based RAG applications, and enabling autoscaling for model endpoints. These labs simulate real-world scenarios such as deploying large language models with secure prompt engineering and implementing MLOps workflows using Jobs and Pipelines.

This workshop prepares learners for the Oracle Cloud Infrastructure Data Science Professional certification, a credential recognized globally for validating practical AI and ML engineering skills on OCI. Certified professionals command competitive salaries, with average annual earnings ranging from $135,000 to over $160,000 depending on experience and role. Koenig Solutions enhances this training with official Oracle courseware, 1-on-1 mentoring, and Guaranteed-to-Run batches, ensuring flexible and assured learning. Upon completion, graduates are positioned to lead AI initiatives in enterprise environments, driving innovation through secure, scalable, and automated machine learning solutions on Oracle Cloud.

What You'll Learn

Configure Oracle Cloud Infrastructure (OCI) tenancy for Data Science workloads to optimize performance and security
Design and manage OCI Data Science projects and notebook sessions to streamline collaboration and productivity
Implement machine learning models using the Oracle Accelerated Data Science SDK for faster development cycles
Deploy and manage models efficiently in the OCI Model Catalog to ensure scalability and reliability
Automate machine learning workflows with OCI Data Science Jobs and Pipelines to save time and reduce errors
Integrate OCI AI services for anomaly detection and language models to enhance data insights and automation

Prerequisites

Recommended knowledge before taking this course
  • Proficiency in Python programming for data science is essential for mastering the Oracle Cloud Infrastructure Data Science Professional (2023): Hands-On Workshop by Oracle.
  • A solid understanding of data science and machine learning (DS/ML) open source libraries, along with their practical applications, is highly recommended.
  • At least one year of experience in machine learning helps learners grasp advanced concepts more effectively.
  • Six months or more of hands-on experience with Oracle Cloud Infrastructure (OCI) ensures familiarity with the platform’s data science tools.
  • Experience working with Jupyter Notebooks and conda environments accelerates learning and project deployment.
  • Familiarity with Oracle Cloud Infrastructure Data Science and AI services is crucial for leveraging the full potential of this course.
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Certification Exam

Everything you need to know about the Oracle Cloud Infrastructure Data Science Professional (2023): Hands-On Workshop certification exam

Exam Details
Exam Name
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Candidates may retake a failed exam after 14 days; each retake requires a new exam attempt purchase
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Oracle Cloud Infrastructure Data Science Professional (2023): Hands-On Workshop

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Course Curriculum

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

1
Day 1– Oracle Data Science Setup
Data Science Fundamentals Accelerated Data Science SDK Configure OCI Tenancy Resource Manager Setup Networking for Data Science Secure OCI API Access Lab: Configure Tenancy Environment
2
Day 2– Workspace Design and Setup
Build Data Science Projects Manage Notebook Sessions Master JupyterLab Workflows Conda Environments Overview Manage Conda Environments OCI Vault Security Integration Manage Secrets with Vault Configure Git Repositories
3
Day 3– Machine Learning Lifecycle
ML Lifecycle Best Practices Accessing Diverse Data Sources Data Preprocessing Techniques Feature Type Identification Custom Feature Engineering Data Visualization Methods Exploratory Data Analysis Lab: EDA and Data Prep
4
Day 4– Model Development and Evaluation
Training Models with ADS Oracle AutoML Usage Tuning with ADSTuner Model Evaluation Techniques Global Model Explanations Local and WhatIf Explanations Model Serialization Methods Model Catalog Management
5
Day 5– MLOps and Integration
OCI MLOps Architecture Create and Manage Jobs Monitor and Log Jobs Automate Data Science Pipelines Integrate Data Flow Services Use OCI Data Labeling Leverage OCI AI Services Lab: Automate ML Workflow

What's Included in Your Training

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

Career Outcomes

78%

of Oracle Cloud Infrastructure Data Science Professional (2023): Hands-On Workshop certified professionals report career advancement within 6 months

Salary Impact

+28%

Average salary increase reported after obtaining the Oracle Cloud Infrastructure Data Science Professional (2023): 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

6
  • OCI Data Scientist
  • Oracle Cloud Machine Learning Engineer
  • Cloud Data Science Consultant
  • OCI AI/ML Specialist
  • Senior Data Scientist (Oracle Cloud)
  • Data Science Lead (OCI)

Companies Hiring

5,000+
Oracle Accenture Deloitte IBM Infosys TCS JPMorgan Chase Capgemini Cognizant

and 5,000+ organizations worldwide seeking Oracle Cloud Infrastructure Data Science Professional (2023): 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%
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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.”

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    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.

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    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.”

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    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
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    “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
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    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

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    AI-102 Certified ✓ Verified
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    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

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    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 (2023): Hands-On Workshop training course

Is the Oracle Cloud Infrastructure Data Science Professional (2023): Hands-On Workshop fee inclusive of the certification exam?
The official Oracle certification exam is not included in the workshop fee. Candidates must purchase the voucher separately for $245 USD. You can buy this through Koenig Solutions or directly via Pearson VUE. This Oracle training prepares you for the 1Z0-1110-23 exam.
Which training formats are available for the Oracle Cloud Infrastructure Data Science Professional (2023): Hands-On Workshop?
Koenig Solutions offers this Oracle workshop in live online instructor-led formats, including 1-on-1 and public delivery modes. All sessions are Guaranteed-to-Run. The course provides 24 hours of live training across weekends or weekdays. Classroom training is also available upon request for flexible, expert-led learning.
How long is lab access provided for the Oracle Cloud Infrastructure Data Science Professional (2023): Hands-On Workshop?
Lab access is provided for at least 6 days via Oracle’s cloud sandbox environment on the Oracle University SGD platform. Participants receive dedicated OCI tenancies for hands-on practice. You can request lab extensions before expiration to master data preparation, model training, and MLOps workflows using Oracle ADS.
What is the Koenig Solutions rescheduling and cancellation policy for this Oracle workshop?
Koenig allows rescheduling without fees if requested at least 7 days before the start date. Changes within 7 days incur an administrative charge. Cancellations 15+ days prior receive a full refund minus processing fees; within 15 days, a 25% penalty applies. These policies ensure scheduling integrity for our Guaranteed-to-Run sessions.
What are the format, duration, and passing score for the Oracle Cloud Infrastructure Data Science Professional (2023) exam?
The 1Z0-1110-23 exam is a 90-minute test with 55 multiple-choice questions. A passing score of 65% is required. It validates your skills in OCI Data Science workspace setup, ML lifecycle management, and OCI AI service integration. You can take this exam online via Pearson VUE or at global test centers.
How long is the Oracle Cloud Infrastructure Data Science Professional certification valid, and how do I renew it?
The certification is valid for 24 months under Oracle’s Cloud Recertification policy. You must pass the current exam version to renew; there is no continuing education alternative. Renewal costs $245 USD, ensuring your technical proficiency remains current with the latest OCI Data Science and AI service features.
What post-training support does Koenig provide after the Oracle Cloud Infrastructure Data Science Professional (2023): Hands-On Workshop?
Koenig offers 30 days of mentor support for technical queries, plus access to recorded sessions and community forums. You also receive guidance on exam registration and resume building. Discounted retake options are available to ensure your certification success and help you reach your professional career goals.
What prerequisites are recommended for the Oracle Cloud Infrastructure Data Science Professional (2023): Hands-On Workshop?
Participants should have foundational knowledge of Python, machine learning, and cloud computing. Hands-on experience with Jupyter Notebooks is strongly recommended. While not mandatory, familiarity with OCI core services helps. This workshop assumes intermediate data science skills to effectively master the ADS SDK, AutoML, and MLOps implementation tasks.
What is the average salary impact for holders of the Oracle Cloud Infrastructure Data Science Professional certification?
Certified professionals earn an average of $95,000–$135,000 annually in North America. Certification holders often see a 15–20% salary increase compared to non-certified peers. This credential validates your expertise in deploying scalable ML solutions on OCI, qualifying you for roles like Data Scientist or Cloud AI Specialist.
How does the Oracle Cloud Infrastructure Data Science Professional (2023): Hands-On Workshop compare to self-study?
This workshop provides structured, expert-led training with hands-on labs and immediate doubt resolution, which significantly boosts first-time pass rates compared to self-study. While self-preparation requires independent OCI access, our workshop offers guided lab environments and real-world scenarios that mirror exam challenges, accelerating your mastery of Oracle Data Science services.
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