The course is designed to impart awareness about the specific machine learning skills to fortify ML applications. Your growing interest in undermining machine learning solutions emphasizes the importance of safeguarding the model from potential threats and vulnerabilities. In this regard, the course offers state-of-the-art attack methodologies and protection techniques within the machine learning domain. You will learn about cyber security basics, security features, errors, security testing, time and state, and how to use vulnerable components in the organization.
While working on ML models, it is essential to learn from the core and as a form of software. Consequently, the course covers fundamental secure coding skills and delves into the security pitfalls related to Python programming language. You will learn about security testing methodologies and approaches and how cryptographic APIs are correctly used in Python. Moreover, you will become familiar with common security testing techniques and tools to manage vulnerabilities in third-party components. The overall goal of the course is to equip you with the challenges posed by the dark side of the forces and ensure that you are prepared with potential ways to deal with the threats in the realm of machine learning.
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Throughout this hands-on learning experience facilitated by our experts, you will achieve the following course objectives:
This course is tailored for those working on implementing or maintaining machine learning applications. Key roles that stand to gain significant benefits from the course include-
What is the course duration?
MLSEC, Machine Learning Security, is a 04-day hands-on course to prepare you to secure your machine learning applications from the forces on the darker side of the threats.
What is the course code to access the Machine Learning Security course?
The course code through which it can be accessed is MLSEC.
Why should I enroll in this course by Vinsys?
Machine Learning Security is a hands-on course experience crafted by Vinsys experts. Their assistance will help you enhance your learning through the hands-on lab sessions to acquire skills in essential cyber security concepts, Python, cryptography, and other security testing methodologies and approaches. Our experts have more than ten years of experience in the field, further ensuring that the lectures are meaningful. You will learn to leverage ML techniques effectively to produce results after enrolling in a course by Vinsys.
Can a beginner enroll in this course?
The course is suitable for those seeking to utilize ML techniques to secure their applications from potential threats present on the systems. This includes those working majorly in the field of programming language, including Python Developers.
How will the course help me in my professional development?
Designed with experts, the course can unlock the potential of creating threat models, ML-specific cyber security considerations, attack surface, static code analysis, and more. The course directly applies to enhance professional machine learning capabilities.
How is the course program carried out at Vinsys?
Our courses are delivered through instructor-led training (ILT), private group training, and virtual instructor-led training (vLIT). We boost your odds of success by helping you prepare for required exams and earn the certification. Effective course material accessed throughout the program makes learning about concepts beyond the class easier. You can choose your learning path to upskill with Vinsys' subject matter experts upon customizing training needs to ensure 100% results.
How will this course help the learners?
The course will help the learners cover a range of topics, including identifying and evaluating ML applications, designing effective test plans, navigating the ML testing lifecycle, evaluating ML model performance, and understanding security and ethical considerations in ML. You will be able to apply for a diverse range of opportunities in the corporate world.
Can learners interact with the instructors?
Yes, learners will have an opportunity to interact with the instructors till the time their confusion and queries are resolved. You can enjoy 24*7 support from Vinsys even after the course completion.
What are the job opportunities after MLSEC?
There are various options to choose from, including Cybersecurity Analyst, AI Ethics and Compliance Specialist, Penetration Tester with ML Expertise, Security Consultant – Machine learning, and more, which help you identify, resolve, analyze, and resolve threats and vulnerabilities faster.