Learn about the Applications of AI for Anomaly Detection

Download Course Contents

Applications of AI for Anomaly Detection Course Overview


AI for Anomaly Detection is a course that provides a comprehensive overview of the methods used to detect anomalies in data. The course covers topics such as machine learning, unsupervised learning, deep learning, neural networks, time-series analysis, clustering-based algorithms, and deep learning-based approaches for anomaly detection. It also provides students with a hands-on approach to understanding and implementing these algorithms. In the course, students learn how to apply different methods of anomaly detection to complex datasets and how to combine these methods in order to improve the accuracy of detection. In addition, the course provides guidance on how to build custom anomaly detection systems based on specific datasets. After completing this course, students will have a strong understanding of how and when to apply AI algorithms for anomaly detection, as well as how to build custom and robust models.

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

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.
Live Online Training (Duration : 8 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

1. Basic knowledge of coding in Python.
2. Knowledge of machine learning fundamentals.
3. Knowledge of basic statistical models and concepts such as decision trees, Naive Bayes, logistic regression, etc.
4. Understanding of probability, linear algebra and multivariate calculus.
5. Knowledge of basic deep learning models such as convolutional and recurrent neural networks.
6. Familiarity with failure prediction and machine health monitoring.

Target Audience


The target audience for applications of AI for Anomaly Detection training would include data scientists, machine learning engineers, and software developers
For those with more advanced experience, they should have a good understanding of algorithms, statistics and probability theory, as well as familiarity with AI libraries and developing models
Professionals who have experience and knowledge in programming, machine learning and deep learning will be able to better understand and apply these methods in their projects
Additionally, a basic understanding of networks, architectures and data processing is also beneficial in this field
Further, a basic understanding of domain-specific knowledge and experience with anomaly detection methods would be helpful for those looking to apply this type of AI training
Overall, the target audience for AI for Anomaly Detection training is anyone with an interest or knowledgebase in AI and its related technologies and processes

Learning Objectives of Applications of AI for Anomaly Detection


1. Identify and classify anomalies in datasets.
2. Use different methods to detect anomalies such as clustering, rules-based, or statistical methods.
3. Deploy algorithms and other machine learning techniques for identifying and processing anomalies.
4. Learn how to interpret and analyze the results from different techniques applied for anomaly detection.
5. Develop strategies to reduce the amount of false positives during anomaly detection.
6. Utilize case studies to gain an understanding of how AI is being used for anomaly detection in the industry.
7. Understand the impact of data quality on anomaly detection methods.
8. Learn to interpret and compare different anomaly detection techniques' efficacy.

Request More Information

FAQ's


Yes, fee excludes local taxes.
Yes, we do.
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.
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.
Dubai, London, Sydney, Singapore, New York, Delhi, Goa, Bangalore, Chennai and Gurugram.
Yes you can request your customer experience manager for the same.
Yes of course. 100% refund if training not upto your satisfaction.

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.