This Internship is designed to make you learn Artificial Intelligence and Natural Language Processing like an expert.
Artificial Intelligence (AI) is no longer science fiction. It is rapidly permeating all industries and having a profound impact on virtually every aspect of our existence. Whether you are an executive, a leader, an industry professional, a researcher, or a student – understanding AI, its impact and transformative potential for your organization and our society is of paramount importance.
This specialization is designed for those with little or no background in AI, whether you have a technology background or not, and does not require any programming skills. It is designed to give you a firm understanding of what is AI, its applications, and use cases across various industries. You will become acquainted with terms like Machine Learning, Deep Learning, and Neural Networks.
- Lectures 29
- Quizzes 20
- Duration 20 hours
- Skill level beginner
- Language English
- Students 4064
- Assessments Yes
Training Week 1 - AI and some Algorithms
Training Week 2 - Python and some Libraries
- AI 6) Introduction to Python and Datatypes
- AI Quiz 6) Introduction to Python.
- AI 7) Basic Data Structures
- AI Quiz 7) Basic Data Structures.
- AI 8) Control Flow
- AI Quiz 8) Control Flow.
- AI 9) Loops
- AI Quiz 9) Loops.
- AI 10) Functions
- AI Quiz 10) Functions.
- AI Assignment 1: Python Programming Tic-Tac-Toe using Python
- AI 11) Libraries in Python – Numpy
- AI 12) Libraries in Python – Pandas
- AI 13) Libraries in Python – SkLearn
- AI 14) Libraries in Python – NLTK
- AI Quiz 11-14) Libraries in Python.
Training Week 3 - Natural Language Processing
- AI 15) Introduction to NLP
- AI Quiz 15) Introduction to NLP.
- AI 16) Tokenization
- AI Quiz 16) Tokenization.
- AI Assignment 2: Tokenization of a text input
- AI 17) Lemmatisation and Stemming
- AI Quiz 17) Lemmatisation and Stemming.
- AI 18) Bag of Words
- AI Quiz 18) Bag of Words.
- AI 19) TF-IDF
- AI Quiz 19) TF-IDF.
- AI 20) Word to Vec
- AI Quiz 20) Word to Vec.
- AI 21) Recurrent Neural Networks
- AI Quiz 21) Recurrent Neural Networks.
- AI 22) Encoders and Decoders
- AI Quiz 22) Encoders and Decoders.
- AI 23) LSTMs
- AI Quiz 23) LSTMs.
Internship Project Week 1
Internship Project Week 2