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This "CNN tutorial for beginners" by Simplilearn will take you through the concept of CNN and why we use it. This CNN tutorial python explains Conventional Neural Network with a suitable example. In addition, we will use the MNIST dataset to demonstrate the concept of Conventional Neural Networks in image classification. Below are the topics we are covering in this CNN tutorial for beginners.

00:00 CNN tutorial for beginners
01:38 What is CNN?
03:18 How does CNN recognize images?
04:06 Layers in CNN
04:25 Convolution Layer
04:53 ReLU Layer
05:37 Pooling Layer
06:21 Structure of CNN
07:12 How exactly does CNN recognize an image
08:05 Hands-on lab Demo

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What is CNN

A convolutional neural network is a feed-forward neural network that is generally used to analyze visual images by processing data with grid-like topology. It’s also known as ConvNet. A convolutional neural network is used to detect and classify objects in an image.

Layers in a Convolutional Neural Network

A convolution neural network has multiple hidden layers that help in extracting information from an image. The three important layers in CNN are:

Convolution layer:- This is the first step in the process of extracting valuable features from an image. A convolution layer has several filters that perform the convolution operation. Every image is considered a matrix of pixel values.

ReLU layer:- ReLU stands for the rectified linear unit. Once the feature maps are extracted, the next step is to move them to a ReLU layer.
ReLU performs an element-wise operation and sets all the negative pixels to 0. It introduces non-linearity to the network, and the generated output is a rectified feature map.

Pooling layer:- Pooling is a down-sampling operation that reduces the dimensionality of the feature map. The rectified feature map now goes through a pooling layer to generate a pooled feature map.

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This Edureka video on "HTML CSS Tutorial for Beginners" will provide you with a detailed and comprehensive knowledge about HTML. In this HTML Tutorial for Beginners you will learn HTML concepts from scratch and also how to create your first web page using HTML Tags.
00:00:00 Introduction
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00:01:11 What is HTML
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00:06:18 HTML Editors

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In this "Machine Learning Full Course 2023" video by Simplilearn, We will begin with the fundamentals of machine learning and walk you through the advanced machine learning concepts and algorithms used in the process. we'll cover some of the essential topics like linear vs logistic regression. This "Machine Learning Course for Beginners" will give you a practical explanation of statistics and probability. At the end of this video, we will be discussing the essential interview questions and answers of machine learning to help every individual crack an interview.

In this "Machine Learning Full Course 2023", we will cover the following topics:

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✅02:02- Introduction to Machine Learning
✅09:36- What is Machine Learning
✅30:04- Types of Machine Learning
✅40:51- Data and its Types
✅1:34:56- Demo on Statistic
✅2:04:56- Demo on Probability
✅2:18:10- What is Deep Learning
✅3:32:37- Linear vs. Logistic regression
✅3:58:34- What is a Confusion Matrix
✅4:16:50- Demo on Heart Attack Prediction
✅6:05:17- What is Naive Bayes
✅6:47:04- K-means Clustering
✅8:14:21- Regression Algorithm
✅8:40:22- Top 10 Applications of Machine Learning
✅8:45:11- Fake News Detection
✅9:28:26- What is OpenCV
✅10:21:56- Machine Learning Interview Questions

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#MachineLearningFullCourse #MachineLearning #ML #MachineLearningCourseForBeginners #MLFullCourse #MLCourse #MachineLearning forBeginners #MLAlgorithms #AIAndMLAlgorithms #Simplilearn

-The term machine learning (ML) is everywhere these days. From self-driving cars to voice recognition software and robotic activities. The study of machine learning (ML) focuses on software that can learn from examples.

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Professionals with programming experience can benefit from this AI ML Certification Course, covering Statistics, ML, neural networks, Natural Language Processing, and Reinforcement Learning. This AI ML Course is offered using our interactive learning methodology, including live sessions from international professionals, laboratories, and industrial projects.

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🔥 𝐄𝐝𝐮𝐫𝐞𝐤𝐚'𝐬 𝐨𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 (Use Code "𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎"): https://www.edureka.co
In this Edureka video, we'll look at the tools of Google Bard and how it is integrated with Google suite. I am thrilled by the new updates to Bard that include image capabilities, coding features, and app integration, which will be explained in this video. Google is expanding access around the world, introducing more languages, and ending the waitlist for users of Google Bard. So join us on this exciting journey into the world of Google Bard and explore the endless possibilities it holds!

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Please write back to us at sales@edureka.co or call us at IND: 9606058406 / US: 18338555775 (toll-free) for more information.

Hello everyone! Today we well be going over how to fine tune OpenAI's Chat-GPT3 using either someone else's data set or out own. We'll first go over how to reformat your data into a Json file and then how to easily reformat it to make sure the AI accepts it and has your input data accepted. After that we'll go over how to use the model!

🔥Edureka Java Certification Training: https://www.edureka.co/java-j2ee-training-course
This Edureka tutorial on “Advanced Java” will talk about 3 main concepts i.e. JAVA Database Connectivity, Servlets, and Java Server Pages. It will also talk about the various features, connections, statements, advantages, and need for advanced Java etc.

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-------------------------------------

How it Works?

1. This is a 7 Week Instructor led Online Course, 45 hours of assignment and 20 hours of project work
2. We have a 24x7 One-on-One LIVE Technical Support to help you with any problems you might face or any clarifications you may require during the course.
3. At the end of the training, you will be working on a real-time project for which we will provide you a Grade and a Verifiable Certificate!
- - - - - - - - - - - - - - - - -

About the Course

Edureka's Advanced Java J2EE and SOA training and certification course is designed for students and professionals who want to be a Java Developer. This is a 42-hour course which will cover both core and advanced Java concepts like Database connectivity, Threads, Exception Handling, Collections, JSP, Servlets, XML Handling etc. We will also learn various Java frameworks like Hibernate and Spring. During our Java/ Certification training, our instructors will help you:

1. Develop the code with various Java data types, conditions, and loops.
2. Implement arrays, functions and string handling techniques.
3. Understand object-oriented programming through Java using Classes, Objects and various Java concepts like Abstract, Final etc.
4. Implement multi-threading and exception handling.
5. Use parse XML files using DOM and SAX in Java.
6. Write a code in JDBC to communicate with the Database.
7. Develop web applications and JSP pages.
8. Interact with the database using hibernate framework.
9. Write code with spring framework components like Dependency Injection and Auto Wiring.
10. Implement SOA using web services.

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Why learn Java?

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This Edureka video on "How to Become Project Management Professional?" will help you understand the path you must follow to become a Project Management Professional.

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This video by Simplilearn will explain to you on Top 5 Future In-Demand IT Skills 2023. This tutorial on Top 5 IT Skills In Demand in 2023 will help you to enhance your professional and personal life by actively and constantly improving your IT skills.

In the rapidly changing world of today, having strong technical IT abilities is crucial. You will have a better experience utilizing new technologies and be able to complete tasks more quickly if you have these skills. For instance, having IT skills can help you maintain a work-life balance, advance your career, and address technological problems on your own.

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The top 5 Future In-Demand IT Skills 2023 are:

✅ 00:00-Top 5 Future In-Demand IT Skills 2023

✅ 00:51- In the 5th position, we have CyberSecurity
Cybersecurity is the process of defending against systems that are connected to the internet, including their hardware, software, and data.

✅ 01:50-Then in the 4th position comes, Data analysis
Data analysis is one of the most recent and rapidly expanding industries. For a variety of IT operations, data analysis abilities will be feasible.

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A cutting-edge database system called blockchain technology allows for open information exchange inside a business network.

✅ 03:17-Following that in the 2nd position is Cloud computing
Data storage, servers, databases, networking, and software are just a few of the services that can be delivered through the Internet as part of cloud computing.

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this one introduces the labelledby attribute

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This AWS Lambda tutorial will give you a brief insight into the AWS Service called AWS Lambda. In this video, you will learn what AWS Lambda is and how it works. Later you will also understand the pricing structure of this service. And at the end, we have a demo for you in which we explore how Lambda functions work.

00:00 Introduction
00:45 Agenda
01:03 What is AWS Lambda
01:43 AWS Lambda Features
05:16 How AWS Lambda Works?
06:55 Pricing in AWS Lambda
07:15 Demo: Creating our own Lambda function

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In this video on Project Management Full Course, we shall begin learning the basics of project management. As we move forward, we shall verse ourselves with different project management concepts like project planning, project time, cost quality and communication management. We will learn about project manager roles and different project management tools. Finally, we shall see some Project Management interview questions to excel in any Project Management interview.
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00:45:53 Project Planning In Project Management
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01:50:00 PMP® Cost Management 5th Edition
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04:34:50 Top 10 Project Management Tools 2020
04:48:12 Trello Tutorial
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