- Classification in Machine Learning  | Machine Learning Tutorial | Python Training | Edureka

Classification in Machine Learning | Machine Learning Tutorial | Python Training | Edureka

** Machine Learning Certification Training: https://www.edureka.co/machine-learning-certification-training **

This Edureka video on 'Classification In Machine Learning ' covers the concept of classification in machine learning with various classification algorithms and a Use case to implement di...
** Machine Learning Certification Training: https://www.edureka.co/machine-learning-certification-training **

This Edureka video on 'Classification In Machine Learning ' covers the concept of classification in machine learning with various classification algorithms and a Use case to implement digit classification on MNIST data. Following are the topics discussed in this Machine Learning Tutorial:

What Is Classification in Machine learning
Classification Terminologies in Machine Learning
Classification Algorithms
Classifier Evaluation
Algorithm Selection
Use Case - MNIST Digit Classification

Python Tutorial Playlist: https://goo.gl/WsBpKe
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About the Course

Edureka’s Machine Learning Course using Python is designed to make you grab the concepts of Machine Learning. The Machine Learning training will provide deep understanding of Machine Learning and its mechanism. As a Data Scientist, you will be learning the importance of Machine Learning and its implementation in python programming language. Furthermore, you will be taught of Reinforcement Learning which in turn is an important aspect of Artificial Intelligence. You will be able to automate real-life scenarios using Machine Learning Algorithms. Towards the end of the course, we will be discussing various practical use cases of Machine Learning in the python programming language to enhance your learning experience.

Gain insight into the 'Roles' played by a Machine Learning Engineer
Automate data analysis using python
Describe Machine Learning
Work with real-time data
Learn tools and techniques for predictive modeling
Discuss Machine Learning algorithms and their implementation
Validate Machine Learning algorithms
Explain Time Series and it’s related concepts
Gain expertise to handle business in future, living the present

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Why learn Machine Learning Using Python?

Data Science is a set of techniques that enables the computers to learn the desired behavior from data without explicitly being programmed. It employs techniques and theories drawn from many fields within the broad areas of mathematics, statistics, information science, and computer science. This course exposes you to different classes of machine learning algorithms like supervised, unsupervised and reinforcement algorithms. This course imparts you the necessary skills like data pre-processing, dimensional reduction, model evaluation and also exposes you to different machine learning algorithms like regression, clustering, decision trees, random forest, Naive Bayes and Q-Learning

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Who should go for this Machine Learning Certification Training using Python?

Edureka’s Python Machine Learning Certification Course is a good fit for the below professionals:

Developers aspiring to be a ‘Machine Learning Engineer'
Analytics Managers who are leading a team of analysts
Business Analysts who want to understand Machine Learning (ML) Techniques
Information Architects who want to gain expertise in Predictive Analytics
'Python' professionals who want to design automatic predictive models

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Timetable

動画タイムテーブル

動画数:439件

- Introduction - Feature selection in Machine Learning | Feature Selection Techniques with Examples | Edureka

- Introduction

Feature selection in Machine Learning | Feature Selection Techniques with Examples | Edureka
2022年03月28日
00:00:00 - 00:00:52
- Need for Feature Selection - Feature selection in Machine Learning | Feature Selection Techniques with Examples | Edureka

- Need for Feature Selection

Feature selection in Machine Learning | Feature Selection Techniques with Examples | Edureka
2022年03月28日
00:00:52 - 00:02:15
- What is Feature Selection? - Feature selection in Machine Learning | Feature Selection Techniques with Examples | Edureka

- What is Feature Selection?

Feature selection in Machine Learning | Feature Selection Techniques with Examples | Edureka
2022年03月28日
00:02:15 - 00:02:51
- Importance of Feature Selection - Feature selection in Machine Learning | Feature Selection Techniques with Examples | Edureka

- Importance of Feature Selection

Feature selection in Machine Learning | Feature Selection Techniques with Examples | Edureka
2022年03月28日
00:02:51 - 00:03:32
- Feature Selection Statistics - Feature selection in Machine Learning | Feature Selection Techniques with Examples | Edureka

- Feature Selection Statistics

Feature selection in Machine Learning | Feature Selection Techniques with Examples | Edureka
2022年03月28日
00:03:32 - 00:04:52
- Various Techniques - Feature selection in Machine Learning | Feature Selection Techniques with Examples | Edureka

- Various Techniques

Feature selection in Machine Learning | Feature Selection Techniques with Examples | Edureka
2022年03月28日
00:04:52 - 00:05:28
- Filter Method with Hands-on - Feature selection in Machine Learning | Feature Selection Techniques with Examples | Edureka

- Filter Method with Hands-on

Feature selection in Machine Learning | Feature Selection Techniques with Examples | Edureka
2022年03月28日
00:05:28 - 00:10:20
- Wrapper Method with Hands-on - Feature selection in Machine Learning | Feature Selection Techniques with Examples | Edureka

- Wrapper Method with Hands-on

Feature selection in Machine Learning | Feature Selection Techniques with Examples | Edureka
2022年03月28日
00:10:20 - 00:14:22
- Embedded Method with Hands-on - Feature selection in Machine Learning | Feature Selection Techniques with Examples | Edureka

- Embedded Method with Hands-on

Feature selection in Machine Learning | Feature Selection Techniques with Examples | Edureka
2022年03月28日
00:14:22 - 00:17:48
- Advantages of Feature Selection - Feature selection in Machine Learning | Feature Selection Techniques with Examples | Edureka

- Advantages of Feature Selection

Feature selection in Machine Learning | Feature Selection Techniques with Examples | Edureka
2022年03月28日
00:17:48 - 00:18:27
- Disadvantages of Feature Selection📝Feel free to comment your doubts in the comment section below, and we will be happy to answer📝 - Feature selection in Machine Learning | Feature Selection Techniques with Examples | Edureka

- Disadvantages of Feature Selection📝Feel free to comment your doubts in the comment section below, and we will be happy to answer📝

Feature selection in Machine Learning | Feature Selection Techniques with Examples | Edureka
2022年03月28日
00:18:27 - 00:20:32
- Introduction - Water Jug Problem in Artificial Intelligence | State Representation & Solution | Edureka

- Introduction

Water Jug Problem in Artificial Intelligence | State Representation & Solution | Edureka
2022年03月23日
00:00:00 - 00:00:39
- What is the Water-Jug Problem? - Water Jug Problem in Artificial Intelligence | State Representation & Solution | Edureka

- What is the Water-Jug Problem?

Water Jug Problem in Artificial Intelligence | State Representation & Solution | Edureka
2022年03月23日
00:00:39 - 00:01:57
- Importance of water-jug problem - Water Jug Problem in Artificial Intelligence | State Representation & Solution | Edureka

- Importance of water-jug problem

Water Jug Problem in Artificial Intelligence | State Representation & Solution | Edureka
2022年03月23日
00:01:57 - 00:03:20
- Possible Solutions - Water Jug Problem in Artificial Intelligence | State Representation & Solution | Edureka

- Possible Solutions

Water Jug Problem in Artificial Intelligence | State Representation & Solution | Edureka
2022年03月23日
00:03:20 - 00:04:09
- How AI solves the problem? - Water Jug Problem in Artificial Intelligence | State Representation & Solution | Edureka

- How AI solves the problem?

Water Jug Problem in Artificial Intelligence | State Representation & Solution | Edureka
2022年03月23日
00:04:09 - 00:20:27
- Hands - on - Water Jug Problem in Artificial Intelligence | State Representation & Solution | Edureka

- Hands - on

Water Jug Problem in Artificial Intelligence | State Representation & Solution | Edureka
2022年03月23日
00:20:27 - 00:22:58
- Introduction - Confusion Matrix in Machine Learning | Binary and Multiclass Classification Examples | Edureka

- Introduction

Confusion Matrix in Machine Learning | Binary and Multiclass Classification Examples | Edureka
2022年03月08日
00:00:00 - 00:01:57
- Need for Confusion Matrix - Confusion Matrix in Machine Learning | Binary and Multiclass Classification Examples | Edureka

- Need for Confusion Matrix

Confusion Matrix in Machine Learning | Binary and Multiclass Classification Examples | Edureka
2022年03月08日
00:01:57 - 00:04:55
- What is Confusion Matrix - Confusion Matrix in Machine Learning | Binary and Multiclass Classification Examples | Edureka

- What is Confusion Matrix

Confusion Matrix in Machine Learning | Binary and Multiclass Classification Examples | Edureka
2022年03月08日
00:04:55 - 00:06:16
- Confusion Matrix Example - Confusion Matrix in Machine Learning | Binary and Multiclass Classification Examples | Edureka

- Confusion Matrix Example

Confusion Matrix in Machine Learning | Binary and Multiclass Classification Examples | Edureka
2022年03月08日
00:06:16 - 00:11:20
- Metrics in Confusion Matrix - Confusion Matrix in Machine Learning | Binary and Multiclass Classification Examples | Edureka

- Metrics in Confusion Matrix

Confusion Matrix in Machine Learning | Binary and Multiclass Classification Examples | Edureka
2022年03月08日
00:11:20 - 00:15:15
- Confusion Matrix for Multi-class Classification - Confusion Matrix in Machine Learning | Binary and Multiclass Classification Examples | Edureka

- Confusion Matrix for Multi-class Classification

Confusion Matrix in Machine Learning | Binary and Multiclass Classification Examples | Edureka
2022年03月08日
00:15:15 - 00:19:19
- Key Points in Confusion Matrix-------𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧--------- - Confusion Matrix in Machine Learning | Binary and Multiclass Classification Examples | Edureka

- Key Points in Confusion Matrix-------𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧---------

Confusion Matrix in Machine Learning | Binary and Multiclass Classification Examples | Edureka
2022年03月08日
00:19:19 - 00:22:10
-  Introduction - Hierarchical Clustering | Agglomerative and Divisive Hierarchical Clustering Explained | Edureka

- Introduction

Hierarchical Clustering | Agglomerative and Divisive Hierarchical Clustering Explained | Edureka
2022年03月01日
00:00:00 - 00:02:10
- What is Clustering? - Hierarchical Clustering | Agglomerative and Divisive Hierarchical Clustering Explained | Edureka

- What is Clustering?

Hierarchical Clustering | Agglomerative and Divisive Hierarchical Clustering Explained | Edureka
2022年03月01日
00:02:10 - 00:04:49
-  Hierarchical Clustering - Hierarchical Clustering | Agglomerative and Divisive Hierarchical Clustering Explained | Edureka

- Hierarchical Clustering

Hierarchical Clustering | Agglomerative and Divisive Hierarchical Clustering Explained | Edureka
2022年03月01日
00:04:49 - 00:05:55
- Types of Hierarchical Clustering| Agglomerative - Hierarchical Clustering | Agglomerative and Divisive Hierarchical Clustering Explained | Edureka

- Types of Hierarchical Clustering| Agglomerative

Hierarchical Clustering | Agglomerative and Divisive Hierarchical Clustering Explained | Edureka
2022年03月01日
00:05:55 - 00:11:53
- Divisive Clustering - Hierarchical Clustering | Agglomerative and Divisive Hierarchical Clustering Explained | Edureka

- Divisive Clustering

Hierarchical Clustering | Agglomerative and Divisive Hierarchical Clustering Explained | Edureka
2022年03月01日
00:11:53 - 00:17:16
- How to decide groups of Clusters - Hierarchical Clustering | Agglomerative and Divisive Hierarchical Clustering Explained | Edureka

- How to decide groups of Clusters

Hierarchical Clustering | Agglomerative and Divisive Hierarchical Clustering Explained | Edureka
2022年03月01日
00:17:16 - 00:18:05
- How to Calculate similarity among Clusters - Hierarchical Clustering | Agglomerative and Divisive Hierarchical Clustering Explained | Edureka

- How to Calculate similarity among Clusters

Hierarchical Clustering | Agglomerative and Divisive Hierarchical Clustering Explained | Edureka
2022年03月01日
00:18:05 - 00:19:23
- Applications of Hierarchical Clustering - Hierarchical Clustering | Agglomerative and Divisive Hierarchical Clustering Explained | Edureka

- Applications of Hierarchical Clustering

Hierarchical Clustering | Agglomerative and Divisive Hierarchical Clustering Explained | Edureka
2022年03月01日
00:19:23 - 00:23:00
- Advantages of Hierarchical Clustering - Hierarchical Clustering | Agglomerative and Divisive Hierarchical Clustering Explained | Edureka

- Advantages of Hierarchical Clustering

Hierarchical Clustering | Agglomerative and Divisive Hierarchical Clustering Explained | Edureka
2022年03月01日
00:23:00 - 00:23:47
- Disadvantages of Hierarchical Clustering - Hierarchical Clustering | Agglomerative and Divisive Hierarchical Clustering Explained | Edureka

- Disadvantages of Hierarchical Clustering

Hierarchical Clustering | Agglomerative and Divisive Hierarchical Clustering Explained | Edureka
2022年03月01日
00:23:47 - 00:25:34
Introduction - Complete Roadmap to become a Data Scientist | Data Scientist Career | Learn Data Science | Edureka

Introduction

Complete Roadmap to become a Data Scientist | Data Scientist Career | Learn Data Science | Edureka
2022年02月17日
00:00:00 - 00:00:51
Who is a Data Scientist - Complete Roadmap to become a Data Scientist | Data Scientist Career | Learn Data Science | Edureka

Who is a Data Scientist

Complete Roadmap to become a Data Scientist | Data Scientist Career | Learn Data Science | Edureka
2022年02月17日
00:00:51 - 00:02:31
Role of a Data Scientist - Complete Roadmap to become a Data Scientist | Data Scientist Career | Learn Data Science | Edureka

Role of a Data Scientist

Complete Roadmap to become a Data Scientist | Data Scientist Career | Learn Data Science | Edureka
2022年02月17日
00:02:31 - 00:04:24
Technologies to learn for a Data Scientist - Complete Roadmap to become a Data Scientist | Data Scientist Career | Learn Data Science | Edureka

Technologies to learn for a Data Scientist

Complete Roadmap to become a Data Scientist | Data Scientist Career | Learn Data Science | Edureka
2022年02月17日
00:04:24 - 00:31:39
How to Structure the Learning Process - Complete Roadmap to become a Data Scientist | Data Scientist Career | Learn Data Science | Edureka

How to Structure the Learning Process

Complete Roadmap to become a Data Scientist | Data Scientist Career | Learn Data Science | Edureka
2022年02月17日
00:31:39 - 00:35:35
Agenda - Gradient Descent Machine Learning | Gradient Descent Algorithm | Stochastic Gradient Descent Edureka

Agenda

Gradient Descent Machine Learning | Gradient Descent Algorithm | Stochastic Gradient Descent Edureka
2021年10月13日
00:00:00 - 00:01:07
What is Cost Function? - Gradient Descent Machine Learning | Gradient Descent Algorithm | Stochastic Gradient Descent Edureka

What is Cost Function?

Gradient Descent Machine Learning | Gradient Descent Algorithm | Stochastic Gradient Descent Edureka
2021年10月13日
00:01:07 - 00:04:44
What is Gradient Descent? - Gradient Descent Machine Learning | Gradient Descent Algorithm | Stochastic Gradient Descent Edureka

What is Gradient Descent?

Gradient Descent Machine Learning | Gradient Descent Algorithm | Stochastic Gradient Descent Edureka
2021年10月13日
00:04:44 - 00:08:32
How Gradient Descent Works? - Gradient Descent Machine Learning | Gradient Descent Algorithm | Stochastic Gradient Descent Edureka

How Gradient Descent Works?

Gradient Descent Machine Learning | Gradient Descent Algorithm | Stochastic Gradient Descent Edureka
2021年10月13日
00:08:32 - 00:10:18
Learning Rate - Gradient Descent Machine Learning | Gradient Descent Algorithm | Stochastic Gradient Descent Edureka

Learning Rate

Gradient Descent Machine Learning | Gradient Descent Algorithm | Stochastic Gradient Descent Edureka
2021年10月13日
00:10:18 - 00:11:49
Mathematics in Gradient Descent - Gradient Descent Machine Learning | Gradient Descent Algorithm | Stochastic Gradient Descent Edureka

Mathematics in Gradient Descent

Gradient Descent Machine Learning | Gradient Descent Algorithm | Stochastic Gradient Descent Edureka
2021年10月13日
00:11:49 - 00:17:08
How to make sure it works properly? - Gradient Descent Machine Learning | Gradient Descent Algorithm | Stochastic Gradient Descent Edureka

How to make sure it works properly?

Gradient Descent Machine Learning | Gradient Descent Algorithm | Stochastic Gradient Descent Edureka
2021年10月13日
00:17:08 - 00:19:27
Types of Gradient Descent - Gradient Descent Machine Learning | Gradient Descent Algorithm | Stochastic Gradient Descent Edureka

Types of Gradient Descent

Gradient Descent Machine Learning | Gradient Descent Algorithm | Stochastic Gradient Descent Edureka
2021年10月13日
00:19:27 - 00:22:00
Hands on: Gradient Descent in Python - Gradient Descent Machine Learning | Gradient Descent Algorithm | Stochastic Gradient Descent Edureka

Hands on: Gradient Descent in Python

Gradient Descent Machine Learning | Gradient Descent Algorithm | Stochastic Gradient Descent Edureka
2021年10月13日
00:22:00 - 00:29:42