Insightforge | AI & Data Science on Instagram: "Imagine you’re working with a dataset containing two classes, but the data isn’t linearly separable. In such cases, simple linear models like logistic regression or linear SVMs struggle to create an accurate decision boundary. This is where neural networks excel. By introducing nonlinearity through activation functions such as ReLU, sigmoid, or tanh, they transform the input space layer by layer, allowing the model to learn much more complex patter
0:44
Insightforge | AI & Data Science on Instagram: "Imagine you’re workin…
4.3K views1 month ago
Instagraminsightforge.ai
Insightforge | AI & Data Science on Instagram: "Stochastic Gradient Descent (SGD) is an optimization technique used to reduce a model’s loss and improve its performance. A good way to imagine it is like walking down a hill to reach the lowest point. The gradient tells you the slope and the direction to move downward. But instead of looking at the entire landscape (the full dataset), SGD looks at small random batches of data to estimate the slope at each step. Because it works with smaller sample
1:18
Insightforge | AI & Data Science on Instagram: "Stochastic Gradient D…
11K views3 weeks ago
Instagraminsightforge.ai
Mainframe - Datasets
8:41
Mainframe - Datasets
82.7K viewsJan 7, 2018
YouTubeTutorialsPoint
Engineering Salary Prediction - Data Every Day #161
Engineering Salary Prediction - Data Every Day #161
1.7K viewsJan 19, 2021
YouTubeGabriel Atkin
Infogain Gen AI
Infogain Gen AI
314 viewsNov 14, 2023
YouTubeInfogain Corporation
4.7. How to Handle imbalanced Dataset | Data Pre-Processing | Machine Learning Course
4.7. How to Handle imbalanced Dataset | Data Pre-Processing | Ma…
30.4K viewsApr 12, 2021
YouTubeSiddhardhan
Exploratory Data Analysis On Netflix Data
Exploratory Data Analysis On Netflix Data
15.5K viewsJan 30, 2022
YouTubeSabih Rehan Khan
12:13
[4] Image dataset preparation in PyTorch (Dataloaders and Transfo…
33.9K viewsDec 10, 2020
YouTubeif else statement
Income Prediction using XGBoost | Data Preprocessing
226 viewsFeb 13, 2022
YouTubeBiswajit Basak
Income Prediction Machine Learning Project in Python
35.7K viewsAug 6, 2023
YouTubeNeuralNine
Learn how to Create a Dataset & Use a Dataset in Power BI
21.6K viewsJul 6, 2020
YouTubeKratosBI
7:20
Decision Tree 4: Information Gain
215.9K viewsJan 19, 2014
YouTubeVictor Lavrenko
5:54
Introduction to Data Ingestion
32.7K viewsNov 30, 2016
YouTubeBig Data Trunk
7:39
Tutorial 25- Data Augmentation In CNN-Deep Learning
122K viewsDec 19, 2019
YouTubeKrish Naik
1:31
Classification with Iris Dataset
7.2K viewsApr 10, 2020
YouTubeIntuitive Machine Learning
5:01
How To Label Data For Deep Learning
46.8K viewsNov 4, 2019
YouTubeMATLAB
4:39
Exploring House price prediction dataset
14.2K viewsFeb 14, 2020
YouTubeutsav aggarwal
13:01
Tutorial 45-Handling imbalanced Dataset using python- Part 1
140.6K viewsJun 27, 2019
YouTubeKrish Naik
0:15
Information Gain Calculation Part 7 - Intro to Machine Learning
36.1K viewsFeb 23, 2015
YouTubeUdacity
5:23
Top 5 Free Dataset Sources
40.9K viewsJun 3, 2020
YouTubeThe Career Force
6:58
Machine Learning Projects for Beginners (Datasets Included)
452.9K viewsSep 25, 2019
YouTubeTech With Tim
11:48
How to handle imbalanced datasets in Python
58.1K viewsMay 28, 2021
YouTubeData Professor
9:26
Feature selection in Weka | Information gain and others
6.4K viewsMay 24, 2021
YouTubeHassan Tariq
5:46
Analyzing Sets of Data: Range, Mean, Median, and Mode
99.5K viewsAug 29, 2017
YouTubeProfessor Dave Explains
8:55
3 REASONS to use a single dataset for your Power BI reports
159.6K viewsJan 8, 2020
YouTubeGuy in a Cube
23:22
Handling Missing Data Easily Explained| Machine Learning
207.9K viewsJun 15, 2019
YouTubeKrish Naik
1:05
Getting Started on Kaggle: Finding datasets | Kaggle
22K viewsOct 16, 2018
YouTubeKaggle
7:04
Tutorial 26- Create Image Dataset using Data Augmentation using K…
187.8K viewsDec 21, 2019
YouTubeKrish Naik
21:01
Supermarket Dataset Analysis | Kaggle Dataset | Complete Visuali…
20.9K viewsDec 20, 2020
YouTubeBuild with Akshit
6:43
Using Google Dataset Search to get free datasets
26.1K viewsDec 9, 2020
YouTubeResearch Tips
See more videos
Static thumbnail place holder