Deep Dive into Machine Learning Using Autonomous Database Course

Download Course Contents

Deepdive into Machine Learning Using Autonomous Database Course Overview


The Deepdive into Machine Learning Using Autonomous Database course is an online certification program offered by Oracle University. The course provides an in-depth introduction to Machine Learning and Autonomous Database concepts. It is designed to help learners understand the fundamentals of Machine Learning and Autonomous Database and get hands-on experience with feature engineering, model evaluation, and AI development.The program introduces learners to a range of topics, such as the basics of machine learning, deep neural networks, and automated data processing. Through the program, Oracle provides hands-on experience in Autonomous Database with SQL and Oracle Machine Learning.
The course can be beneficial to those who are just starting out or want to increase their knowledge in the areas of Autonomous Database and Machine Learning. It can also be beneficial to those who are experienced in the fields and want to stay up-to-date on the newest advancements. The certification provided by this course provides a job opportunity or career ladder for users to reach higher levels. The certification will also allow employers to recognize the individual’s working knowledge and certifications in this field.
This program also provides an opportunity to improve the utilization of Autonomous Database and Machine Learning concepts in the workspace. With the help of this certification, users can integrate their learning and progress into the workplace by applying their knowledge in activities like developing data-driven applications and improving recommendations.
home-icon

The 1-on-1 Advantage

Get 1on-1 session with our expert trainers at a date & time of your convenience.
home-icon

Flexible Dates

Start your session at a date of your choice-weekend & evening slots included, and reschedule if necessary.
home-icon

4-Hour Sessions

Training never been so convenient- attend training sessions 4-hour long for easy learning.
home-icon

Destination Training

Attend trainings at some of the most loved cities such as Dubai, London, Delhi(India), Goa, Singapore, New York and Sydney.

You will learn:

Module 1: Using Statistical Functions
  • An overview of statistical functions
  • List the advantages of performing statistical functions inside the database
  • Explain the descriptive statistics supported inside the database
  • Describe hypothesis testing and work through some examples
  • Describe correlation analysis and work through some examples
  • Describe cross-tabulations and work through some examples
  • Overview of classification modeling
  • Describe the testing of a classification model
  • Describe biasing a classification model
  • List the types of classification algorithms (Decision Tree, Naive Bayes, Generalized Linear Models, Random Forest, Support Vector Machines, Neural Network, MSET-SPRT, XGBoost)
  • Describe regression modeling
  • Describe the testing of a regression model
  • List the types of regression algorithms (Generalized Linear Models, Neural Network, Support Vector Machines)
  • Overview of attribute importance
  • List the types of attribute importance algorithms (Minimum Description Length, Principal Comp Analysis, CUR matrix decomposition)
  • Describe anomaly detection
  • Explain the anomaly detection algorithm (One-Class Support Vector Machines)
  • Discuss and recognize applicable use cases
  • Describe clustering
  • Explain hierarchical clustering
  • Discuss how to evaluate a clustering model
  • List the types of clustering algorithms (Expectation Maximization, k-Means, Orthogonal Partitioning Clustering)
  • Describe association rules
  • Explain transactional data
  • Discuss the Apriori algorithm, a type of association algorithm
  • Describe feature selection
  • Describe feature extraction
  • List the types of feature extraction algorithms: Explicit Semantic Analysis Non-Negative Matrix Factorization Singular Value Decomposition Prediction Component Analysis
  • Describe time series
  • Select a time series model
  • Explain time series statistics
  • Discuss Exponential Smoothing, a type of time series algorithm
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.

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

1. Basic understanding of SQL and database design
2. Basic programming skills in Python or other scripting language
3. Familiarity with Graphical User Interfaces (GUIs)
4. Understanding of the various machine learning algorithms, such as linear and logistic regression, decision trees and support vector machines
5. Hands-on experience with cloud services and databases, such as Amazon Web Services, Oracle Cloud and other related services

Target Audience


The target audience for this Deepdive into Machine Learning Using Autonomous Database training is anyone interested in learning how to best take advantage of the features and capabilities of Autonomous Database for machine learning
This includes developers, data scientists, and IT professionals already familiar with machine learning and/or Autonomous Database
This course is also suitable for professionals looking to develop a better understanding of Autonomous Database and how it can be used to support machine learning initiatives
It is beneficial for people from beginner to experienced level to be able to apply Autonomous Database for machine learning projects

Learning Objectives of Deepdive into Machine Learning Using Autonomous Database


This course teaches the fundamentals of machine learning using Autonomous Database. Participants will learn how to explore real-world datasets and build models that accurately analyze and predict outputs. Specifically, learners will use SQL and Oracle Machine Learning to build predictive models, learn methods to analyze and visualize data, gain an understanding of Oracle Cloud services and tools, and investigate an Autonomous Database in the cloud. In the end, participants will have the skills to build production-level machine learning models.

Request More Information

FAQ's


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, you can pay from the course page and flexi page.
Yes, the site is secure by utilizing Secure Sockets Layer (SSL) Technology. SSL technology enables the encryption of sensitive information during online transactions. We use the highest assurance SSL/TLS certificate, which ensures that no unauthorized person can get to your sensitive payment data over the web.
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.
To receive an acknowledgment of your online payment, you should have a valid email address. At the point when you enter your name, Visa, and other data, you have the option of entering your email address. Would it be a good idea for you to decide to enter your email address, confirmation of your payment will be emailed to you.
After you submit your payment, you will land on the payment confirmation screen.It contains your payment confirmation message. You will likewise get a confirmation email after your transaction is submitted.
We do accept all major credit cards from Visa, Mastercard, American Express, and Discover.
Credit card transactions normally take 48 hours to settle. Approval is given right away; however,it takes 48 hours for the money to be moved.
Yes, we do accept partial payments, you may use one payment method for part of the transaction and another payment method for other parts of the transaction.
Yes, if we have an office in your city.
Yes, we do offer corporate training More details
Yes, we do.
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.
Yes, this is our official email address which we use if a recipient is not able to receive emails from our @koenig-solutions.com email address.
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.
Yes, fee excludes local taxes.
Yes, we do.
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 Public you can select your own schedule, other students can be merged. Choose 1-on-1 if published schedule doesn't meet your requirement. If you want a private session, opt for 1-on-1 Private.

Prices & Payments

Yes of course.
Yes, We are

Travel and Visa

Yes we do after your registration for course.

Food and Beverages

Yes.

Others

Says our CEO-
“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.