Experience the Value of Oracle Cloud Infrastructure for Data Science

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Oracle Cloud Infrastructure Data Science Course Overview


Oracle Cloud Infrastructure Data Science is a comprehensive course designed to give users the skills and knowledge needed to leverage the benefits of Oracle Cloud Infrastructure (OCI) Data Science. The course explains a variety of services and features of OCI, including Big Data, Machine Learning Analytics, and Database Services. The course also provides a detailed introduction to modern data science, as well as in-depth guidance on how to best use Oracle’s proprietary technology, like notebooks, datasets, and libraries. Additionally, the course includes a hands-on lab experience, which involves working with Oracle’s OCI offerings to develop data science solutions. The course is appropriate for data scientists, machine learning engineers, and other IT professionals who are interested in learning how to use Oracle’s cloud-based offerings to build, manage, and analyze their data sets.

This is a Rare Course and it can be take up to 3 weeks to arrange the training.

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The 1-on-1 Advantage
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Flexible Dates

  • • Choose Start Date
  • • Reschedule After Booking
  • • Weekend / Evening Option
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4-Hour Sessions

Destination Training
(Dubai/London/Sydney
New York/Delhi/Goa
Singapore)

Flexi
(On Demand Videos)

You will learn:

Module 1: Welcome to Data Science
  • Course Overview
  • OCI Data Science Introduction
  • ADS SDK Overview
  • Tenancy Configuration Basics
  • Configure a Tenancy with OCI Resource Manager
  • Networking for Data Science
  • Authenticate to OCI APIs
  • How to Work with JupyterLab
  • Conda Environment: Overview
  • Data Science Conda Environments
  • Manage Conda Environments
  • OCI Vault - Introduction
  • Using OCI Vault in OCI Data Science
  • Code Repositories Git
  • ML Lifecycle
  • Access Data
  • Data Preprocessing
  • Introduction to Feature Types
  • Custom Feature Types
  • Data Visualization
  • Model Training
  • Oracle AutoML - Introduction
  • Hyperparameter Tuning - ADSTuner
  • Model Evaluation
  • Model Explanations: Global Explainer
  • Model Explanations: Local Explainer
  • Model Catalog Overview
  • Serialization and Managing Models
  • Model Deployment
  • MLOps Architecture
  • Data Science Jobs
  • Monitoring Logging
  • Spark Applications, Data flow, and Data science
  • Oracle Open Data
  • OCI Data Labeling
  • AI Perceptual Services
  • AI Decision Services
Live Online Training (Duration : 16 Hours) Fee On Request
We Offer :
  • 1-on-1 Public - Select your own start date. Other students can be merged.
  • 1-on-1 Private - Select your own start date. You will be the only student in the class.

4 Hours
8 Hours
Week Days
Weekend

Start Time : At any time

12 AM
12 PM

1-On-1 Training is Guaranteed to Run (GTR)
Group Training
Date On Request
Course Prerequisites

* At least intermediate-level experience with the Linux operating system
* Understanding of cloud computing concepts
* Familiarity with basic storage concepts (e.g., object storage)
* Experience with machine learning concepts, ML data formats, and ML libraries
* Knowledge of Python, R, or Scala programming language
* Familiarity with the data engineering, data science, and ML workflow

Target Audience


Oracle Cloud Infrastructure Data Science training is a great opportunity for professionals who are looking to learn more about cloud infrastructure and data science
This training can be beneficial to individual users and/or organizations, who have a need to understand the strong demand of resources required to rapidly build, deploy, and manage data science projects on the cloud

The target audience for this training includes data scientists, machine learning engineers, artificial intelligence professionals and any other professionals who are interested in gaining an in-depth knowledge of cloud infrastructure and data science
In addition, system administrators, cloud engineers and IT professionals involved with the deployment, setting up, and management of these systems will also benefit from this training
The training is also suitable for students who are looking to acquire the necessary skills required to develop cloud-based data science projects

Learning Objectives of Oracle Cloud Infrastructure Data Science


The Oracle Cloud Infrastructure Data Science Training is designed to help professionals become proficient in the many aspects of working with Cloud Infrastructure Data Science. Through the course, participants will learn how to effectively utilize multiple cloud services, such as Oracle Compute, Oracle Storage, and Oracle Database Cloud Service. They will also learn how to design and develop cloud-based solutions tailored to organizational data science needs. Additionally, they will explore best practices for managing, deploying, and monitoring cloud-based applications and services. Ultimately, the Oracle Cloud Infrastructure Data Science Training course provides individuals with the skills and knowledge to create and maintain cloud-based data science applications.

Student Feedback  (Check Koenig Feedback on Trustpilot)

Q1 Say something about the Trainer? Q2 How is Koenig different from other training Companies? Q3 Will you come back to Koenig for training ?
Student Name Feedback
Abu
United States
A1. Yes, she was very clear & a strong mastery of both English & Azure platforms hence following was easy. She was also patient and was answering every question asked, she also shared material & tips on how to pass the exam, Well done, and keep it up.
Nick Barker
United States
A1. Calm and understanding, she not only kept the course running well but also took time to help those with lots of questions. Very well done.
Robin Johnson
United States
A2. Individual attention during training, excellent customer service and coordination. Neha has been ever so helpful and is definitely an asset to Koenig.
Shivani Prasad
United States
A1. The trainer was great and his teaching methods were incredible. He used different teaching methods to ensure I was learning well. A fun trainer with lots of patience and understanding.
Adam
United States
A1. The trainer was very knowledgeable and well prepared about the presentation/training subject, with a positive attitude towards students and making every effort in answering questions during the training session. Top-notch service!
Suresh
United States
A1. Exceptional... recommend to everyone!
Shyam Vaddakapett
United States
A1. My trainer, Mohit Kakkar was excellent as he focused on hands-on assignments to supplement the concepts of AZ 900. The training coordinator Jasmeet as well as the ops manager Sheshadri are also very professional and customer-centric. I recommend Koenig for training courses, and I will take some more courses with them soon.
Gilles Chirlias
United States
A1. Chavi was a great teacher, I have learned a lot from her. I would like to have her for the next training, which would be the AZ 301 and AZ 500.
Abdulrahman Saad Alshahrani
United States
A1. Excellent trainer. I will take another course with him someday. He deserves a good appreciation from his Manager.
Anonymous
United States
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Yes, we do offer corporate training More details
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Yes, we also offer weekend classes.
Yes, Koenig follows a BYOL(Bring Your Own Laptop) policy.
It is recommended but not mandatory. Being acquainted with the basic course material will enable you and the trainer to move at a desired pace during classes.You can access courseware for most vendors.
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Buy-Now. Pay-Later option is available using credit card in USA and India only.
You will receive the digital certificate post training completion via learning enhancement tool after registration.
Yes you can.
Yes, we do. For details go to flexi
You can pay through debit/credit card or bank wire transfer.
Yes you can request your customer experience manager for the same.
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We use the best standards in Internet security. Any data retained is not shared with third parties.
You can request a refund if you do not wish to enroll in the course.
1-on-1 Public - Select your start date. Other students can be merged.
1-on-1 Private - Select your start date. You will be the only student in the class.
Yes, course requiring practical include hands-on labs.
You can buy online from the page by clicking on "Buy Now". You can view alternate payment method on payment options page.
Yes, fee excludes local taxes.
Yes, we do.
The Fee includes:
  • Official courseware
Yes, Koenig Solutions is a Oracle Learning Partner
Schedule for Group Training is decided by Koenig. Schedule for 1-on-1 is decided by you.
In 1-on-1 you can select your own schedule, other students can be merged but you select the schedule. Choose 1-on-1 if published schedule do not meet your requirement. If you also want a private session, opt for 1-on-1 Public.
No, it is not included.

Prices & Payments

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Travel and Visa

Yes we do after your registration for course.

Food and Beverages

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“It is an interesting story and dates back half a century. My father started a manufacturing business in India in the 1960's for import substitute electromechanical components such as microswitches. German and Japanese goods were held in high esteem so he named his company Essen Deinki (Essen is a well known industrial town in Germany and Deinki is Japanese for electric company). His products were very good quality and the fact that they sounded German and Japanese also helped. He did quite well. In 1970s he branched out into electronic products and again looked for a German name. This time he chose Koenig, and Koenig Electronics was born. In 1990s after graduating from college I was looking for a name for my company and Koenig Solutions sounded just right. Initially we had marketed under the brand of Digital Equipment Corporation but DEC went out of business and we switched to the Koenig name. Koenig is difficult to pronounce and marketeers said it is not a good choice for a B2C brand. But it has proven lucky for us.” – Says Rohit Aggarwal (Founder and CEO - Koenig Solutions)
All our trainers are fluent in English . Majority of our customers are from outside India and our trainers speak in a neutral accent which is easily understandable by students from all nationalities. Our money back guarantee also stands for accent of the trainer.
Medical services in India are at par with the world and are a fraction of costs in Europe and USA. A number of our students have scheduled cosmetic, dental and ocular procedures during their stay in India. We can provide advice about this, on request.
Yes, if you send 4 participants, we can offer an exclusive training for them which can be started from Any Date™ suitable for you.