Bachelors/Undergraduate Handouts

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Bachelors/Undergraduate Handouts

By Ghanoor Haider
Protein Purification techniques (SDS and Native PAGE) image

Protein purification is a critical step in biochemistry and molecular biology, enabling the isolation and characterization of specific proteins for various applications. Two widely used techniques for protein analysis...

By Sana
green house effect image

The greenhouse effect is a natural process that warms the Earth's surface. When the Sun’s energy reaches the Earth, some of it is reflected back to space, and the rest is absorbed by the land, oceans, and atmosphere....

By Sana
pharmacist image

A pharmacist is a healthcare professional dedicated to ensuring the safe and effective use of medications. They play a critical role in the healthcare system by dispensing prescription medications, providing advice on...

By Abhay Makkar
biology LIVING WORLD important and short notes image

THESE NOTES ARE PRECISE IN UNDERSTANDING IMPORTANT TOPICS , IT IS MADE FOR QUICK RIVISION AND MADE WITH PREVIOUS YEAR EXPERIENCE . THESE NOTES ARE VERY EFFICIENT , WILL EXPLAIN YOU EACT AND EVERY TOPIC, MUST READ IT.

By Sidra Javed
Phonological Disorder image

Outline •Phonology •Phonological/phonemic level •Motoric level •Phonological processes •Phonological disorder •Phonological vs Articulation disorder •Evaluation of phonological disorder •Therapeutic approaches

By Medicine_ace academy
Comprehensive Notes on Virology/ USMLE image

Welcome to these comprehensive Virology notes tailored specifically for USMLE preparation. In this concise yet thorough resource, I have distilled the key principles of virology to help you master the essential concepts...

By Medicine_ace academy
Cardiovascular system Medicine/Usmle image

Introducing my meticulously crafted collection of medical notes, a valuable resource designed to empower healthcare professionals, students, and enthusiasts alike. These notes represent a comprehensive compilation of...

By Tutor Sohail
Mastering Pakistan Studies: History, Geography, Culture, and Administrative Structure image

Why download and study these study materials? The key content areas focused in the syllabus will help you participate in real-world scenarios and higher education by fostering the knowledge of following key areas of...

By Mahhum Qayyum
Obs & Gynae Quick revision notes image

Here I present to you quick notes for Obs and Gynae which helped me clear my final professional exam.

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By YCmath
Complex analysis summary notes image

This is a set of summary notes on complex analysis largely based on Boas's "Invitation to Complex Analysis and Stein-Shakarchi's "Complex Analysis" with a total of 38 pages.

By YCmath
Real analysis summary notes image

This is a set of summary notes for real analysis based on Folland's "Real Analysis" and has a total of 46 pages.

By YCmath
Differential geometry summary notes image

This is a set of summary notes on differential geometry based on Lee's "Introduction to Smooth Manifolds," Tu's "An Introduction to Manifolds," and do Carmo's "Differential Geometry of Curves and Surfaces." It has a...

By YCmath
General topology summary notes image

This is a set of summary notes on general topology based on Munkres's "Topology" with a total of 16 pages.

By YCmath
Linear algebra summary notes image

This is a set of summary notes on linear algebra largely based on Roman's "Advanced Linear Algebra" and Hungerford's "Algebra" with a total of 27 pages.

By YCmath
Abstract algebra summary notes image

This is a set of summary notes on abstract algebra largely based on Hungerford's "Algebra" and Roman's "Advanced Linear Algebra" that I made to prepare for a PhD qualifying exam. It has a total of 76 pages.

By Artificial Intelligence
K-Nearest Neighbour (KNN) Algorithm with Example image

This hand-written well-organized document teaches the K-Nearest Neighbour (KNN) Algorithm with Example.

By Artificial Intelligence
K-Means Algorithm with multiple examples (1D and 2D Data) image

This hand-written well-organized document explains clustering and K-Means algorithms with multiple examples of 1-D data (set of values) and 2-D data (table of values).

By Artificial Intelligence
Implementation of XOR Gate using Neural Network image

This hand-written document implements the XOR gate using Neural Network. It shows all calculations step-by-step.

By Artificial Intelligence
Decision Tree Example (Tennis Example) image

This hand-written well-organized document teaches the decision tree by example. It takes a small dataset and generates decision tree by calculating entropy, information gain and gain. The algorithm is implmeneted...

By Artificial Intelligence
Decision Tree Example (Profit Example) image

This hand-written well-organized document teaches the decision tree by example. It takes a small dataset and generates decision tree by calculating entropy, information gain and gain. The algorithm is implmeneted...