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Complete AI Course with Real-world Business Applications

Video Introducing this tutorial


Welcome to the course :
Introduction to the course
Course FAQs

Introduction to AI :
What is AI
AI Development Life-cycle

Environment Setup :
Python Environment Setup & Installation
Explore Jupyter Notebook

Data Pre-processing :
What is Data Pre-processing?
Missing Value Analysis
Outlier Analysis
What is Dimensionality Reduction?
Pearson's Correlation
Principal Component Analysis (PCA)
Factor Analysis

Introduction to Big Data :
What is Big Data?
Hadoop

Machine Learning :
Introduction to Machine Learning
Linear Regression
Logistic Regression
Decision Tree & Random Forest
K-Means Clustering
Project

Natural Language Processing :
Introduction to Natural Language Processing
POS & NER Tagging
Sentiment Analysis

Computer Vision :
Introduction to Computer Vision
Object Detection
Face Detection

Deep Learning :
Introduction to Deep Learning
Convolutional Neural Network (CNN)
Recurrent Neural Network

IntelliHub :
Introduction to IntelliHub
Building ML models in IntelliHub
Leveraging computer vision with IntelliHub
Analyse text in IntelliHub
Creating an Intelligent Chatbot in IntelliHub
IoT Platform & Data Dockyard in IntelliHub