Artificial Intelligence Projects: Project Based Learning

Name: Artificial Intelligence Projects: Project Based Learning
Price: 8.99 USD
Rating: 3.3 (3 reviews)
Author: Learnkart Technology Pvt Ltd

Pack of 7 Courses which is 100% hands-on. Contains 50+ Demos, 14 Projects.

updated on icon Updated on Sep, 2023

language icon Language - English

person icon Learnkart Technology Pvt Ltd

architecture icon Development,Artificial Intelligence,Data Science

Add to Cart Buy Now

30-days Money-Back Guarantee

Training 5 or more people ?

Get your team access to 19,000+ top Tutorialspoint courses anytime, anywhere.

Course Description

Pack of 7 Courses which is 100% hands-on. Contains 50+ Demos, 14 Projects. You also get Dataset and Code files required along with Video explanation/steps of the projects and demos. Also you will get highly structured video resources for the theory.

We will Learn :

Computer Vision
Data Science with Python
Machine Learning
Deep Learning Fundamentals
Deep Learning with Tensor flow and Keras
Data Visualization and Tools
Natural Language Processing (NLP)

Goals

What will you learn in this course:

Understand the concept of Explainable AI and uncover the blackbox nature of Artificial Neural Networks and visualize their hidden layers using GradCam technique.
Develop Deep Learning model to automate and optimize the brain tumor detection processes at a hospital.
Build and train AI model to detect and localize brain tumors using ResNets and ResUnet networks (Healthcare applications).
Understand the theory and intuition behind Segmentation models and state of the art ResUnet networks.
Build, train, deploy AI models in business to predict customer default on credit card using AWS SageMaker XGBoost algorithm.
Optimize XGBoost model parameters using hyperparameters optimization search.
Apply AI in business applications by performing customer market segmentation to optimize marketing strategy.

Prerequisites

What are the prerequisites for this course?

Basic knowledge of programming is recommended but not required.

Artificial Intelligence Projects: Project Based Learning

Curriculum

Check out the detailed breakdown of what’s inside the course

Computer Vision
17 Lectures

Section 1 - Resource Files
Computer Vision Projectivity 01:47 01:47
Convolutional Neural Network (CNN) 01:13 01:13
Demo-1 - Neural Network 09:33 09:33
Demo-2 - Neural Network with Keras 10:44 10:44
Demo-3 - Data Cleaning Neural Network 08:03 08:03
CNN Architecture 01:18 01:18
Demo-4 - Digit Classification with CNN 18:29 18:29
Demo-5 - Object Detection with CNN 14:01 14:01
OpenCV 00:51 00:51
Demo-6 - Image Processing with OpenCV 06:23 06:23
Demo-7 - OpenCV Examples 08:51 08:51
Demo-8 - YOLO with OpenCV 09:24 09:24
Object Detection & Classification using CNN 01:17 01:17
Project-1 - Object Detection & Classification using CNN 01:05 01:05
Project-1 - Solution 23:27 23:27
Project-2 - Face Detection using OpenCV 01:12 01:12

Data Science with Python
23 Lectures

Machine Learning
17 Lectures

Deep Learning Fundamentals
19 Lectures

Deep Learning with Tensorflow and Keras
26 Lectures

Data Visualization and Tools
20 Lectures

Natural Language Processing (NLP)
17 Lectures

Instructor Details

Learnkart Technology Pvt Ltd

One platform for all your training needs

We at LearnkartS understand the importance of upskilling and its impact on you. We pride ourselves in creating specialized elearning courses which will not only prepare you for the certification exam but also will give you hands on knowledge as well. Thousands of students like you have completed their upskilling journey with us through a variety of courses like PgMP, RMP, Speech Recognition, Python, AWS and many more. We are constantly adding more and more courses to our portfolio which will help you in your professional career.