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Python for Machine Learning Operations
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Python for Machine Learning Operations

This course is part of Machine Learning Operations.

Course Cost

₹ 38,999

Beginner

Skill Level

5 Weeks

Self-paced lessons

This comprehensive course provides a strong foundation in Python programming specifically tailored for Machine Learning Operations. Students learn core Python concepts, data manipulation with Pandas and NumPy, testing methodologies, and practical MLOps automation. The curriculum progresses from basic programming fundamentals to advanced topics including API integration, command-line tool development, and building machine learning APIs, preparing learners for real-world MLOps challenges.

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What you'll learn

  • Master Python programming fundamentals and data structures

  • Develop proficiency in data manipulation using Pandas and NumPy

  • Implement comprehensive testing strategies with pytest

  • Build command-line tools for ML automation

  • Create REST APIs using Flask and FastAPI

  • Work effectively with various ML-related APIs and SDKs

  • Automate machine learning workflows

  • Implement best practices for Python in MLOps

Skills you'll gain

Python Programming
MLOps
Data Analysis
Testing
APIs
Command Line Tools
Pandas
NumPy
FastAPI
Flask

This course includes:

PreRecorded video

Graded assignments, exams

Access on Mobile, Tablet, Desktop

Limited Access access

Shareable certificate

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Certificate

Get a Completion Certificate

Share your certificate with prospective employers and your professional network on LinkedIn.

CREATED BY

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PROVIDED BY

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Top companies offer this course to their employees

Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.

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There are 5 modules in this course

This comprehensive Python programming course focuses on essential skills for Machine Learning Operations. Beginning with fundamental Python concepts like data types and functions, students progress through advanced topics including testing, data manipulation with Pandas and NumPy, and MLOps automation. The curriculum emphasizes hands-on experience with practical applications, including building APIs, developing command-line tools, and implementing machine learning workflows. Special attention is given to best practices in testing and automation.

Introduction to Python

Module 1

Python Functions and Classes

Module 2

Testing in Python

Module 3

Introduction to Pandas and NumPy

Module 4

Applied Python for MLOps

Module 5

Fee Structure

Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Machine Learning Operations

Reviews

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Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

Python for Machine Learning Operations

Beginner

Skill Level

5 Weeks

Self-paced lessons

Course Cost

₹ 38,999

Completion

CERTIFICATE

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.