Curriculum
Course:
Six-Months Diploma in Artificial Intelli...
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Curriculum
Six-Months Diploma in Artificial Intelligence (AI) and Machine Learning (ML) in Delhi
Python Programming for Data Science
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Introduction
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Python Introduction
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Variables
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Data Type
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Operators
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Control Flow
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Function
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File Handling
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Object Oriented Programming
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Web Scrapping
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Numpy
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Pandas
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Visualization
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Artificial Intelligence
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Artificial Neural Network and Regularization
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Introduction to Deep Learning
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Computer Vision & OpenCV
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Image Classification
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Object Detection
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Introduction to NLP
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Text Preprocessing
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Sentiment Analysis
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Sequence Model
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Machine Learning
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Welcome to the ML experience
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Machine learning basics
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EDA and Preprocessing
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Introduction to Regression
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Regularization
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Introduction to Classification
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Ensemble Learning
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Introduction to Hyperparameter Tuning
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Unsupervised ML
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Variables
What is variable
Declaration rules
Multiple variable declarations
Valid and invalid variables
Type casting
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