MLOPS Masterclass
Discover the transformative world of MLOps in our comprehensive masterclass. MLOps, the nexus of 'Machine Learning' and 'Operations', ensures efficient ...
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- Curriculum
- FAQ
- Notice
- Reviews
Demo Sessions
Essential of IT
Prompt Engineering
Python
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14
Python Basics (Variable, Operator, Data Type) -
15
Data Structures
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16
Control Structures
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17
Functions and Lambda Functions
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18
Classes and Objects (OOP)
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19
File I/O
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20
Error Handling (Try-Except)
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21
Python Libraries (NumPy, Pandas)
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22
Virtual Environments and Dependency Management
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23
APIs and Web Frameworks (like Flask, FastAPI)
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24
Asynchronous Programming
Cloud Computing (AWS)
AZURE
GCP
1. Introduction to MLOps:
2. Basics of Machine Learning (ML):
3. Infrastructure for MLOps:
4. Automation in MLOps:
5. Model Versioning:
6. Model Monitoring and Maintenance:
7. Scalable ML Pipelines:
8. Advanced Deployment Strategies:
9. Ethics and Governance in MLOps:
10. Collaboration and Communication:
11. Practical Case Studies:
12. Hands-on Projects:
13. Interview Preparation and Job Placement:
14. Post-Job Support and Mentorship:
15. Conclusion and Certification:
What is MLOps and why is it important?
MLOps combines 'Machine Learning' and 'Operations', aiming to automate and streamline the ML lifecycle. With the increasing reliance on AI and ML, MLOps ensures efficient model development, deployment, and maintenance.
Who is this course designed for?
This course is for anyone keen on mastering the operational side of ML, from beginners to experienced professionals looking to enhance their skills.
Do I need prior knowledge in Machine Learning or DevOps?
While a basic understanding is beneficial, our course is designed to take you from zero to expert. We'll cover foundational concepts before delving into advanced topics.
How long is the course?
The course spans over 12 weeks with a mix of lectures, hands-on labs, and mentorship sessions.
What will I achieve by the end of the course?
You'll gain a deep understanding of MLOps, hands-on experience in creating and managing ML pipelines, and the skills needed to deploy and maintain models in real-world environments.
How do the mentorship sessions work?
Our one-on-one mentorship sessions connect you with industry experts, ensuring you receive personalized guidance, feedback, and support throughout your learning journey.
Is there job placement assistance after course completion?
Absolutely! We not only provide training but also assist in job placements. Our network with top MNCs ensures that our students get the best opportunities in the industry.
What if I'm not satisfied with the course?
We pride ourselves on the quality of our training. However, if you're not satisfied, we offer a money-back guarantee. Our primary goal is your success and satisfaction.
How is this course different from other MLOps courses?
Our course stands out due to its comprehensive curriculum, AI-powered learning tools, hands-on projects, mentorship by industry veterans, and robust post-job support.
Are there any course prerequisites?
No specific prerequisites are required. However, a basic understanding of ML concepts and a passion for learning are beneficial.
🚀 Introducing: MLOps Masterclass - From Zero to Expert
We're excited to unveil our newest offering tailored for those looking to pioneer the future of AI integration and operations. Dive into the world of MLOps and harness the power of machine learning seamlessly in real-world environments.
🌟 Course Highlights:
Why wait? Seats are limited, and they're filling up fast. Click here to register now and embark on your transformative journey in MLOps.
For a detailed syllabus, FAQs, and more, scroll down or reach out to our course coordinator at 8658589638.
Unlock your future in the dynamic world of MLOps with Wmolex Academy.
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