Deep Dive into Artificial Intelligence The Master Program

Published 09/2022
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 43 lectures (11h 32m) | Size: 3.94 GB

Artificial Intelligence | Data Science with Python | Machine Learning | Deep Learning with Keras and TensorFlow

What you’ll learn
Understand Artificial Intelligence in detail
Work on Data Science with python
Deep dive into Machine Learning
Understand Deep Learning with Keras and TensorFlow

Requirements
No prerequisites are required, as the course covers the concepts from the scratch. However, basic knowledge of Python would help.

Description
About the Course

The “Deep Dive into Artificial Intelligence – The Master Program” course is an intermediate level course, curated exclusively for both beginners and professionals.

The course covers the basics as well as the advanced level concepts. The course contains content based videos along with practical demonstrations, that performs and explains each step required to complete the task.

Learning Objectives

By the end of the course, you will be able to learn about

Introduction to Artificial Intelligence

Fundamentals of Machine Learning and Deep Learning

Machine Learning Workflow

Performance Metrics

Overview of Data Science

Overview of Data Analytics

Statistical Analysis and Business

Python Environment Setup and Essentials

Mathematical Computing with Python

Scientific Computing with Python

Data Manipulation with Pandas

Machine Learning with Scikit-Learn

Natural Language Processing with Scikit Learn

Data Visualization in Python using matplotlib

Web Scraping with BeautifulSoup

Python Integration with Hadoop MapReduce and Spark

Introduction to AI and Machine Learning

Data Preprocessing

Supervised Learning

Feature Engineering

Supervised Learning Classification

Unsupervised Learning

Time Series Modeling

Ensemble Learning

Recommender Systems

Text Mining

Introduction to TensorFlow

Convolutional Network

Recurrent Neural Network

Restricted Boltzmann Machine (RBM)

Autoencoders

…and much more! There are separate sections for Artificial Intelligence, Data Science with Python, Machine Learning, and Deep Learning with Keras and TensorFlow which lets you scale up these techniques.

Don’t worry if you’ve never used Python before; the course covers the topics from the basics. You should be able to pick it up fast if you have experience with programming.

This course will teach you the fundamental methods employed by data scientists in the actual world of business, which is ideal if you are a programmer wishing to transition into a fascinating new career path. What are you waiting for? These are things that any successful technologist must be aware of. Enroll now!

Who this course is for
Candidates who are willing to learn AI in detail
IT professional willing to upskill themselves in Data Science, ML, or AI
Freshers/ Beginners who are willing to make a career in Data Science, ML, or AI
Python developers willing to upskill themselves


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