# Data Science

## Top 10 Object Detection Algorithms in Machine Learning

Top 10 Object Detection Algorithms in Machine Learning is a short video to discuss ten types of Object Detection Algorithms in deep learning. The discussed algorithms are Region-based Convolutional Neural Networks(R-CNN), Fast R-CNN, Faster R-CNN, Mask R-CNN, Region-based Fully Convolutional Network (R-FCN), Histogram of Oriented Gradients (HOG), Spatial Pyramid Pooling (SPP-net), Single Shot Detector (SSD),…

## Image Classification vs Object Detection in Machine Learning

Image Classification vs Object Detection in Machine Learning is a short video to describe the core difference between Image Classification and Object Detection in Machine Learning.

## TechnoBotic: Best YouTube Channel for Machine Learning, Data Science and Artificial Intelligence

TechnoBotic is one of the best YouTube channel for Machine Learning, Data Science, and Artificial Intelligence. The videos are about AI and ML basics as well as Advanced Concepts. Happy Learning !!

## Decision Tree Machine Learning Algorithm from Scratch in Python

Decision Tree Machine Learning Algorithm From Scratch in Python is a short video course to discuss an overview of the Decision Tree Machine Learning Algorithm. In this video different types of concepts related to Decision Tree Algorithms such as Entropy and Information Gain are discussed. Finally, the algorithm is implemented, step by step, in Python…

## Neural Network Machine Learning Algorithm from Scratch in Python

Neural Network Machine Learning Algorithm From Scratch in Python is a short video course to discuss an overview of the Neural Network Deep Learning Algorithm. In this video different concepts related to Neural Network Algorithm such as Dot Product of Matrix, Sigmoid, Sigmoid Derivative, Forward Propagation, Back Propagation is discussed in detail. Also, the model…

## Logistic Regression Machine Learning Algorithm from Scratch in Python

Logistic Regression Machine Learning Algorithm From Scratch in Python is a short video course to discuss an overview of the Logistic Regression Machine Learning Algorithm. In this video different types of concepts related to Logistic Regression Algorithms such as Sigmoid and Optimization are discussed. Finally, the algorithm is implemented, step by step, in Python Programming…

## Linear Regression Machine Learning Algorithm from Scratch in Python

Linear Regression Machine Learning Algorithm From Scratch in Python is a short video course to discuss an overview of the Linear Regression Machine Learning Algorithm. In this video different types of concepts related to Linear Regression Algorithms such as Mean, Variance, and Covariance are discussed. Finally, the algorithm is implemented, step by step, in Python…

## Linear Regression using python In 10 Lines

In this video, I will be discussing, how to Implement a Linear regression machine learning algorithm, in 10 Lines. After completing this tutorial, you will not only learn about, linear regression algorithms, but also, you will be able to train the model, using the Jupyter notebook. Happy Learning !!

## Gradient Descent Machine Learning Algorithm from Scratch in Python

Gradient Descent Machine Learning Algorithm From Scratch in Python is a short video course to discuss an overview of the Gradient Descent Machine Learning optimization Algorithm. In this video different types of Gradient Descent Algorithms such as Batch Gradient Descent, Mini batch gradient descent, and Stochastic gradient descent. Finally, the algorithm is implemented, step by…

## Dancing Robot Software Development Lifecycle 2021

Dancing Robot Software Development Lifecycle 2021 is a funny video about the software development life cycle in general. This video is made for fun and it is no way representing the actual Software Development Lifecycle. Happy Learning !!