Posts by Categories

• machine-learning-concept 10
• python 4
• web 3
• AI 1
• machine-learning-project 1
• EDA 1
• SQL 1
• interview 1

machine-learning-concept

Deep Learning Applications in Computer Vision

6 minute read

Deep Learning / Computer Vision /

Deep Learning Performance Improvement 4 - Back-propagation

15 minute read

Back-propagation / Forward-propagation / Machine Learning Performance Improvement

Deep Learning Performance Improvement 3 - Regularization

25 minute read

Penalizing Regularization (L1 and L2) / Dropout / Machine Learning Performance Improvement

Deep Learning Performance Improvement 2 - Optimizer

28 minute read

Optimizer / Gradient Descent / Stochastic Gradient Descent / Momentum / Adam / Machine Learning Performance Improvement

Deep Learning Performance Improvement 1 - Parameter Initialization

26 minute read

Parameter Initialization / Weight Initialization / Machine Learning Performance Improvement

Regression3 (Regression Applications)

6 minute read

Regression analysis3

Regression2 (Overfitting and Regularization)

10 minute read

Regression analysis2

Regression1

9 minute read

Regression analysis1

Machine Learning Basic_1

5 minute read

ML Pipeline / Key Terminology / Applications

Machine Learning.

4 minute read

example of mathmatics expressions.

Back to top ↑

python

Print the table (Math Set-2)

less than 1 minute read

math_set2 / Cracking the Coding Interview

Print the pattern (Math Set-1)

1 minute read

math_set1 / Cracking the Coding Interview

Calculating the Balance in Your Retirement Account (GUI)

1 minute read

Wealth calculation at retirement / GUI

Regular Expression Tutorial

12 minute read

Regular Expression Tutorial

Back to top ↑

web

Data Crawling with Scrapy

1 minute read

Scrapy / Web / Data Crawling

Data Crawling with Twitter API

16 minute read

API / Web / Data Crawling / Twitter / Sentiment Analysis / NLP

Into. to APIs and Web

4 minute read

API / Web / HTTP / Client / Server / TCP / DNS

Back to top ↑

AI

Pathfinding in Pacman domain

3 minute read

AI / Pathfinding / Search Algorithms / Applications

Back to top ↑

machine-learning-project

Demystifying Regularization

15 minute read

L1 L2 Regularization / Comparison between Ridge and Lasso Regression / bias-variance tradeoff

Back to top ↑

EDA

Data Matching (Recordlinkage and Fuzzymatcher)

17 minute read

Record Liking and Fuzzy Matching

Back to top ↑

SQL

Database System and SQL

8 minute read

SQL / Personal Relational Database Query Project

Back to top ↑

interview

Interview Preparation1

3 minute read

Interview / Algorithms

Back to top ↑