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Aug 17, 20233 min read
Machine Learning Tutorials for Beginners
Machine Learning Tutorials for Beginners 1. Machine Learning: Machine Learning is the study of algorithms and statistical models that...
Aug 17, 20234 min read
Natural Language Processing Tutorial for Beginners
Natural Language Processing Tutorial for Beginners 1. Natural Language Processing (NLP): Natural Language Processing is a field of...
Aug 17, 20233 min read
Tutorial on Generative AI
Generative Artificial Intelligence (Generative AI) Generative Artificial Intelligence (Generative AI) refers to a subset of artificial...
Aug 17, 20233 min read
Concepts in Large Language Models (LLMs)
Concepts in Large Language Models (LLMs) Introduction Large Language Models (LLMs) are a remarkable advancement in natural language...
Aug 17, 20232 min read
Architecture of a Large Language Model
Large Language Models (LLMs) A Large Language Model (LLM) is a type of artificial intelligence model designed to understand and generate...
Aug 17, 20232 min read
Convolutional Neural Networks
Convolutional Neural Networks (CNNs) are a class of deep learning models specifically designed to process and analyze visual data, such...
Aug 17, 20232 min read
Transformers in Machine Learning
Transformers in Machine Learning Transformers are a type of architecture used in machine learning, particularly in natural language...
Aug 17, 20232 min read
Computer Vision Tutorials in Python
Computer Vision Tutorials in Python Prerequisites: 1. Basic knowledge of Python programming. 2. Familiarity with image concepts (pixels,...
Aug 17, 20232 min read
Numpy Tutorials for Beginners
Numpy Tutorials for Beginners 1. Introduction to NumPy: NumPy is a foundational library for numerical computations in Python. It provides...
Aug 17, 20232 min read
Pandas Tutorials for Beginners
Pandas Tutorials for Beginners Pandas is an open-source data manipulation and analysis library for Python. It provides powerful data...
Aug 17, 20232 min read
SciPy Tutorials for Beginners
SciPy Tutorials for Beginners SciPy is an open-source Python library that is built on top of NumPy and provides a wide range of...
Aug 17, 20232 min read
Matplotlib Tutorial for Beginners
Matplotlib Tutorial for Beginners Matplotlib is a popular data visualization library for Python that provides a wide range of tools for...
Aug 17, 20233 min read
Seaborn Tutorial for Beginners
Seaborn Tutorial for Beginners Seaborn is a powerful Python data visualization library built on top of Matplotlib. It provides a...
Apr 9, 20231 min read
Variables in Python
A value to a variable can be assigned using the = operator. a = 10 print(a) b = "Wow!" print(b) c = str(a) print(c) d = int(a) print(d) e...
Apr 9, 20231 min read
Variable Naming Conventions in Python
The variable names in Python can start with _ or a letter. It should not start with a number. After that it can contain any combination...
Apr 9, 20231 min read
Typecasting in Python
The data type of a variable can be changed to another using the corresponding datatype. a = int(2) b = str(a) print(a) print("A"+b) The...
Apr 9, 20231 min read
Tuples in Python
Tuples are data types just like an array. However, the values inside tuples cannot be modified. a = ('a',1) print(a) print(len(a)) b =...
Apr 9, 20231 min read
Try Except in Python
Python supports try and except statements. Based on the actions performed inside try, if there is an exception, the corresponding...
Apr 9, 20231 min read
Strings in Python
A string value is also treated as an array in Python. The elements inside each string can be accessed using index numbers. a = "Wow...
Apr 9, 20231 min read
String Operations in Python
Some of the string methods include lower, upper and capitalize. b = "Wow! Champs!" print(b.upper()) print(b.lower()) ...
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