This course includes:
- Video lessons
- Quiz assessment
- Survey lessons
- Certificate of completion
Introduction to Machine Learning & Big Data
Created by Youtube External
Last updated: April 2025 | Language:
About this course
This course provides an overview of key concepts and techniques in machine learning and big data analytics. Students will learn about supervised and unsupervised learning, data preprocessing, and various algorithms used for predictive modeling. The course also covers big data frameworks, such as Hadoop and Spark, focusing on how to manage and analyze large datasets. This course is ideal for those looking to understand the intersection of machine learning and big data in real-world applications.
Course content
Author: @SimplilearnOfficial
Description: This Machine Learning basics video will help you understand what Machine Learning is, what are the types of Machine Learning
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Supplementary Video
Additional resource
Author: @edurekaIN
Description: This Edureka video on "Big Data Characteristics" will provide you with detailed knowledge about Big Data, Types of Big Data, The 5 important characteristics of Big Data, and Applications of Big data in a detailed manner.
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Supplementary Video
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Author: @AltexSoft
Description: learn how data is prepared
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Author: @learnwithwhiteboard
Description: In this video, we will discuss and explain an in-depth overview of all major data mining techniques with real-world examples. Data mining has become a crucial component of modern businesses, and understanding the different techniques is essential for successful data analysis.
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Supplementary Video
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Author: @AssemblyAI
Description: In this video, we will learn about the most commonly used evaluation metrics for classification and regression tasks
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Supplementary Video
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Author: @3blue1brown
Description: learn neural network
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Additional resource
This document provides additional resources to deepen your understanding of the topics covered in this program. Below, you’ll find links to articles related to each lesson to support your further reading.
Welcome to the quiz section. Before you begin, please make sure you have watched the lesson videos thoroughly, as the questions are designed to test your understanding of key concepts discussed.
Here are a few things to keep in mind:
1. This is a timed quiz, so you’ll need to manage your time effectively.
2. Read each question carefully and choose the best answer based on the material covered in the lesson.
3. The quiz is an excellent opportunity to test your knowledge and reinforce what you’ve learned, so try your best!