Data Science and Machine Learning

Course details

Why should I take this certification?
The primary objective of this certification course is to provide a comprehensive understanding of data science and machine learning principles using Python.

At first glance, the various sections of this course may appear to stand alone, but in reality, they are interconnected and follow a nearly sequential order. At the end of every subsection, you are assigned homework to further strengthen your ;

Each of these assessments builds upon the concepts and methodologies you've previously acquired. Many of these assessment tasks will involve coding, as our primary goal is to advance your proficiency in practical implementations.

Upon completing this course, you will possess the capability to confidently address real-world challenges, paving the way for continuous career advancement. You will also have a firm grasp of all the fundamental concepts required for success in the field of data science.

* Note: This course is exclusively available online (videos), and no hard copies are provided.

What you will learn from this certification course:

• Data understanding and data visualization with Python
• Explore probability and statistics in Python
• Learn feature engineering and dimensionality reduction with Python
• Cover artificial neural networks with Python
• Cover CNN and RNN with Python
• Build your own AI applications

How will I benefit from this certification?
Acquiring skills in data science and machine learning can open up numerous career opportunities. Many industries, including finance, healthcare, technology, and marketing, are actively seeking professionals with expertise in data science and machine learning.

Data science and machine learning professionals are often well-compensated due to the high demand for their skills. Completing a course can lead to a significant increase in your earning ;
 
Benefits of Certification

• Government certification
• Certification valid for life
• Lifelong e-learning access
• Learning Hours: 100+ hrs

 
How It Works

1. Select Certification & Register
2. Receive Online e-Learning Access (LMS)
3. Take exam online anywhere, anytime
4. Get certified & Increase Employability

Test Details

• Duration: 60 minutes
• No. of questions: 50
• Maximum marks: 50, Passing marks: 25 (50%).
• There is NO negative marking in this module.
• Online exam.

TABLE OF CONTENT

• Introduction to the Course
• Basics for Data Science: Python for Data Science and Data Analysis
• Basics for Data Science: Data Understanding and Data Visualization with Python
• Basics for Data Science: Mastering Probability and Statistics in Python
• Machine Learning: Machine Learning Crash Course
• Machine Learning: Feature Engineering and Dimensionality Reduction with Python
• Deep learning: Artificial Neural Networks with Python
• Deep learning: Convolutional Neural Networks with Python
• Deep learning: Recurrent Neural Networks with Python

Updated on 18 June, 2024 - Read Less