In the world of technology, there is a huge demand for skilled machine learning professionals. The certification in Machine Learning by using Python allows you to understand how machine learning work with python. In this course, we will teach you how to utilize the fundamentals of Machine learning with Python which will give a much-needed boost to your career.
Through this AI Certification training, you will gain expertise in various machine learning algorithms like regression, clustering, decision tree, Q-Learning, and Dimensional Reduction. You will also learn how to automate real-life scenarios by using Machine Learning Algorithms. After this certification, you will be able to perform data analysis using Python programming language.
This course includes the following topics:
- Introduction to Python
- Sequences and File Operations
- Deep Dive – Functions, Sorting, Errors and Exception, Regular Expressions and Packages
- Object Oriented Programming in Python
- Debugging, Databases and Project Skeletons
- Statistics – Machine Learning Prerequisites
- Machine Learning using Python – Essentials
- Data Analysis and Machine Learning – Deep Dive
- Scalable Machine Learning using Spark
- Web Scraping in Python and Project Work
How Machine Learning by using Python training will help you?
This course will help you to understand and learn:
- Fundamental concepts of Python Programming language
- Python libraries
- Various optimization techniques like Batch Gradient Descent, Stochastic Gradient Descent, ADAM, RMSProp.
- Machine Learning Techniques
- About Decision Trees to understand and resolve problems through real-life examples
- Data structure of Python
- About UBCF and IBCF and how they are used in Recommender Engines.
- Various levels of Data Exploration
What are the pre-requisites for this Machine Learning Course?
No experience is required for this training. However, if you have a basic understanding of Python and some Basic Mathematics then, it will be an advantage for you.
After completing this Machine Learning using Python training, you should be able to:
- Understand the role and responsibilities of a Machine Learning Engineer
- Automate data analysis using Python language
- Understand how Machine Learning works with Python
- Learn tools and techniques for predictive modeling
- Describe Time Series and its related concepts
- Discuss and validate Machine Learning algorithms
- Use Machine Learning libraries
What is the duration of this course?
The completion of this training will take 44 hours. Moreover, the duration can be extended as per your mode of learning.