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Project on Deep Learning - Artificial Neural Network

Project on Deep Learning - Artificial Neural Network

By Skill Up

4.8(9)
  • 30 Day Money Back Guarantee
  • Completion Certificate
  • 24/7 Technical Support

Highlights

  • On-Demand course

  • 2 hours 21 minutes

  • All levels

Description

Artificial neural network (ANN) is a powerful machine learning tool that can be used to solve a wide range of problems, from image recognition to natural language processing. In this project-based course, you'll learn the fundamentals of deep learning and ANNs by building and training your own ANN model.

The course is structured to provide a step-by-step guide on building your very own ANN, starting with a comprehensive introduction that lays a solid foundation. As you navigate through each section, you'll delve deeper into the intricacies of ANNs, from installation and data preprocessing to the nuts and bolts of data encoding. But the adventure doesn't end there! You'll also tackle the critical steps in building an ANN, ensuring you have a strong grasp of the processes and methodologies essential for success in your projects.

But that's not all! The final sections of the course will take you on a deep dive into the realms of predictions and imbalance-learn, equipping you with the tools and knowledge to confidently handle imbalanced datasets and extract accurate insights. By the end of your journey, you'll emerge with a certificate and a profound understanding of ANNs, ready to take on the world of deep learning projects with newfound confidence and expertise. So, are you ready to embark on this exciting learning adventure? The world of artificial neural networks awaits!

Learning outcome
  • Understand the fundamentals of artificial neural networks.

  • Install and configure necessary tools for ANN development.

  • Master the art of data preprocessing and encoding for diverse datasets.

  • Learn the step-by-step process of building an artificial neural network.

  • Develop skills to manage and process imbalanced datasets.

  • Gain proficiency in making accurate predictions using ANN.

  • Acquire valuable insights into imbalance-learn and its applications.

Why should I take this course?
  • Master the vital skills required for ANN projects.

  • Gain a competitive edge in the field of deep learning.

  • Enhance your ability to process and analyze complex datasets.

  • Acquire the knowledge to make accurate predictions using ANNs.

  • Open up a plethora of opportunities in the artificial intelligence domain.

Career Path
  • Deep Learning Specialist

  • ANN Developer

  • Data Scientist

  • Machine Learning Engineer

  • AI Research Scientist

  • Neural Network Analyst

Requirements
  • Basic knowledge of deep learning concepts.

  • Familiarity with programming languages used in ANN development.

  • An eagerness to delve into the intricacies of artificial neural networks.

Course Curriculum

Section 01: Introduction

โ–ถ

Introduction of Project

๐Ÿ• 00:03:00

Section 02: ANN Installation

โ–ถ

Setup Environment for ANN

๐Ÿ• 00:11:00

โ–ถ

ANN Installation

๐Ÿ• 00:09:00

Section 03: Data Preprocessing

โ–ถ

Import Libraries and Data Preprocessing

๐Ÿ• 00:11:00

โ–ถ

Data Preprocessing

๐Ÿ• 00:07:00

โ–ถ

Data Preprocessing Continue

๐Ÿ• 00:10:00

Section 04: Data Encoding

โ–ถ

Data Exploration

๐Ÿ• 00:10:00

โ–ถ

Encoding

๐Ÿ• 00:07:00

โ–ถ

Encoding Continue

๐Ÿ• 00:06:00

โ–ถ

Preparation of Dataset for Training

๐Ÿ• 00:04:00

Section 05: Steps to Build ANN

โ–ถ

Steps to Build ANN Part 1

๐Ÿ• 00:06:00

โ–ถ

Steps to Build ANN Part 2

๐Ÿ• 00:06:00

โ–ถ

Steps to Build ANN Part 3

๐Ÿ• 00:06:00

โ–ถ

Steps to Build ANN Part 4

๐Ÿ• 00:09:00

Section 06: Predictions and Imbalance-Learn

โ–ถ

Predictions

๐Ÿ• 00:11:00

โ–ถ

Predictions Continue

๐Ÿ• 00:08:00

โ–ถ

Resampling Data with Imbalance-Learn

๐Ÿ• 00:09:00

โ–ถ

Resampling Data with Imbalance-Learn Continue

๐Ÿ• 00:08:00

About The Provider

Skill Up
Skill Up
4.8(9)

Skill Up presents a rigorous online education experience, helping you obtain industry-relevant skills certified by the worldโ€™s...

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