Prakashmani Awasthi – Medium

Prakashmani Awasthi

Prakashmani Awasthi

Crafting Linear Regression from Scratch

Increase the depth of your understanding by implementing Linear Regression from the ground up using Python applying Gradient Descent and…

Jul 15

Crafting Linear Regression from Scratch

Jul 15

Prakashmani Awasthi

Math Behind Linear Regression Explained

Explore the mathematical foundations of linear regression, comparing traditional and iterative methods to build a solid understanding of…

Jul 12

Math Behind Linear Regression Explained

Jul 12

Prakashmani Awasthi

Matrix Algebra: Foundation (Part 2)

Discover the profound impact of rank, eigenvalues, and eigenvectors, essential matrix concepts that underpin data science and engineering.

Jun 12

Matrix Algebra: Foundation (Part 2)

Jun 12

Prakashmani Awasthi

Matrix Algebra: Foundation(Part 1)

Introduction to Matrix Algebra a fundamental component of mathematics with applications spanning from engineering to data science.

May 22

Matrix Algebra: Foundation(Part 1)

May 22

Prakashmani Awasthi

Matrix: A Brief Introduction

Discover the beauty and versatility of matrices, a fundamental concept for data science, engineering, and mathematical problem-solving.

May 21

Matrix: A Brief Introduction

May 21

Prakashmani Awasthi

Types of Machine Learning

From classification to clustering and beyond, discover the power of machine learning’s versatile approaches to problem-solving.

May 9

Types of Machine Learning

May 9

Prakashmani Awasthi

Let’s Learn: AI Chapter 2 | Machine Learning Introduction

From superhero fantasies to cutting-edge technologies, witness the birth of a new era of intelligent machines.

May 3

Let’s Learn: AI Chapter 2 | Machine Learning Introduction

May 3

Prakashmani Awasthi

Let’s Code: Kids With the Greatest Number of Candies

Cracking the Candies Code: Explore Python’s Problem-Solving Powers with LeetCode’s Bite-Sized Coding Puzzle.

Apr 27

Let’s Code: Kids With the Greatest Number of Candies

Apr 27

Prakashmani Awasthi

Let’s Code: Merge Strings Alternately

Embark on a coding journey that unveils the art of transforming logic into tangible solutions, one problem at a time.

Apr 27

Let’s Code: Merge Strings Alternately

Apr 27

Prakashmani Awasthi

Let’s Learn: AI Chapter 1 | Mastering Linear Regression for Predictive Analytics

A Deep Dive into Linear Regression: Theory and Practice

Feb 23

Let’s Learn: AI Chapter 1 | Mastering Linear Regression for Predictive Analytics

Feb 23

Prakashmani Awasthi

Prakashmani Awasthi

Exploring the Intersections of Mind, Art, and Technology 🧠🎨💻. Dive into the world of #AiandTech, #LiteratureandWriting, and #PsychologyandResearch with me.

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