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Deep Dive into Artificial Intelligence - The Master Program

IT & Software

Self-paced course

Certification program

Artificial Intelligence

Computer Science

TutorialsPoint

Free trial

Money back guarantee

English

Intermediate, Advanced

Video format

Data Science

Introduction to Artificial Intelligence

Demo: Introduction to Artificial Intelligence

Demo: Model Evaluation

Demo: Perceptron

Lesson 1: Artificial Intelligence

Overview of Data Science

Overview of Data Analytics

Demo: Overview of Data Analytics

Statistical Analysis and Business

Demo: Statistical Analysis and Business

Python Environment Setup and Essentials

Mathematical Computing with Python

Demo: Mathematical Computing with Python

Scientific Computing with Python

Demo: Scientific Computing with Python

Data Manipulation with Pandas

Demo: Data Manipulation with Pandas

Machine Learning with Scikit-Learn

Natural Language Procssing with Scikit Learn

Data Visualization in Python using Matplotlib

Web Scraping with BeautifulSoup

Python Integration with Hadoop MapReduce and Spark

Lesson 2: Data Science With Python

Overview of Machine Learning

Data Preprocessing

Demo: Data Preprocessing

Supervised Learning

Demo: Regression

Feature Engineering

Demo: Feature Engineering

Supervised Learning Classification

Demo: Classification

Unsupervised Learning

Time Series Modeling

Ensemble Learning

Recommender Systems

Text Mining

Lesson 3: Machine Learning

Deep Learning with Keras and TensorFlow

Demo: Introduction to Deep Learning

Convolution Network

Demo: Convolutional Network

Recurrent Neural Network

Demo: Recurrent Neural Network

Restricted Boltzmann Machine (RBM)

Autoencoders

Lesson 4: Deep Learning With Keras and TensorFlow

Deep Dive into Artificial Intelligence - The Master Program

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Deep Dive into Artificial Intelligence - The Master Program