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YouTube

Data Mining for Beginners - Learn Data Mining

Great Learning via YouTube

Overview

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Watch this 10-hour tutorial on Data Mining! Simply put, data mining is used to turn raw data into meaningful information. To keep up with the ever-evolving aspects of data and its domains, data handling and analysis has become crucial to understanding the information that comes attached to it, and that is exactly why data science has come such a long way, in which data mining is considered to be one of the crucial methods to identify patterns and trends in huge datasets.

Great Learning brings you this beginner-friendly tutorial on Data Mining to take you from the starting point through the finishing point of everything you need to know about this domain and getting started on the journey to master it. This video starts off with an introduction to Python, followed by understanding a variety of Python libraries. Then we look at the concepts of anomaly or outlier detection. Following this, we will understand Machine Learning in detail and cluster analysis with K-means. Finally, we look at regression analysis in data mining! This video teaches Data Mining and its key functions and concepts with a variety of demonstrations & examples to help you get started on the right foot.

Syllabus

Introduction.
Agenda.
Basics of Python.
Installing Python.
Variables and Operators in Python.
Data Types in Python.
Conditional and Looping Flow Control Statements in Python.
Introduction to Python Libraries.
Numerical Computation with Numpy .
Functions in Python.
Data Wrangling with Pandas .
Data Visualization with Python: Seaborn & Matplotlib.
Anomaly or Outlier Detection.
Introduction to Machine Learning .
Cluster Analysis with K-means .
Regression Analysis in Data Mining.
Logistic Regression .

Taught by

Great Learning

Reviews

3.5 rating, based on 2 Class Central reviews

Start your review of Data Mining for Beginners - Learn Data Mining

  • Overall, I can confidently say that the Data Mining course at Great Learning was a transformative experience for me. It not only equipped me with the knowledge and skills I needed to excel in the field but also opened up new career opportunities. I highly recommend this course to anyone looking to embark on a data mining journey or to enhance their existing skill set. Great Learning truly lives up to its name by providing an exceptional learning experience.
  • Bunty Prasad
    Really it was very good and I have understood one thing very well, which was the way of explanation, it was very easy to understand from the very basis. Aslo I wanna include one thing that Before watch this video I don't any thing about this topic but after watch I is really feel like I have some know about on this topic

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