`InsightsByRish` is your go-to destination for comprehensive educational content covering a wide array of topics such as Machine Learning, Artificial Intelligence, Deep Learning, Neural Networks, Computer Vision and many more in depth. Additionally, I provide supplementary resources and source code for further exploration and practice, making it easier for you to reinforce your learning. You'll get many guided project implementations here.
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Machine Learning using PySpark | Tutorial 7 | Data Normalization
5:39
Machine Learning using PySpark | Tutorial 7 | Data Normalization
Machine Learning using PySpark | Tutorial 6 | Vector Assembler
8:33
Machine Learning using PySpark | Tutorial 6 | Vector Assembler
Machine Learning using PySpark | Tutorial 5 | String Indexer
9:51
Machine Learning using PySpark | Tutorial 5 | String Indexer
Building a Search Engine using Inverted index | Information Retrieval Project
43:41
Building a Search Engine using Inverted index | Information Retrieval Project
Workout & Diet Recommendation System | Content - Based Filtering | Cosine Similarity
55:17
Workout & Diet Recommendation System | Content - Based Filtering | Cosine Similarity
Interactive Geospatial Dashboard using Streamlit
1:07:24
Interactive Geospatial Dashboard using Streamlit
Creating Custom Dataset | 2 Ways
23:30
Creating Custom Dataset | 2 Ways
CycleGAN Intuition through Research Paper
28:35
CycleGAN Intuition through Research Paper
Machine Learning using PySpark | Tutorial 4 | Data Cleaning - Handling Missing Values
21:25
Machine Learning using PySpark | Tutorial 4 | Data Cleaning - Handling Missing Values
Regression using Neural Network
29:12
Regression using Neural Network
Building a DCGAN for Human Face Generation using Tensorflow | Generative Modelling
1:08:31
Building a DCGAN for Human Face Generation using Tensorflow | Generative Modelling
Building Multi-Task NLP model with LSTM : Detect Emotions, Hate Speech & Violence in Text
1:34:42
Building Multi-Task NLP model with LSTM : Detect Emotions, Hate Speech & Violence in Text
One Hot Encoding | Easy Explanation & Implementation | Machine Learning
17:29
One Hot Encoding | Easy Explanation & Implementation | Machine Learning
Time Series Forecasting using Prophet
19:37
Time Series Forecasting using Prophet
Real -Time Object Detection using YOLOv8 on Google Colaboratory
1:35:27
Real -Time Object Detection using YOLOv8 on Google Colaboratory
Disease Diagnosis System using Random Forest with real-time predictions | Machine Learning Project
40:21
Disease Diagnosis System using Random Forest with real-time predictions | Machine Learning Project
Apple Stock Price Prediction using LSTM | Multivariate Time Series Forecasting using Deep Learning
40:41
Apple Stock Price Prediction using LSTM | Multivariate Time Series Forecasting using Deep Learning
Time Series Forecasting using ARIMA | Industrial Gas Production (IGP) Forecasting
34:21
Time Series Forecasting using ARIMA | Industrial Gas Production (IGP) Forecasting
Covid - 19 Data Analysis and Visualization | EDA | Plotly
30:17
Covid - 19 Data Analysis and Visualization | EDA | Plotly
Self Attention mechanism of Transformer | Easy Explanation along with Mathematical Computation
36:21
Self Attention mechanism of Transformer | Easy Explanation along with Mathematical Computation
Sarcasm Detection using BERT | Hierarchical BERT approach from Research Paper
51:25
Sarcasm Detection using BERT | Hierarchical BERT approach from Research Paper
Building Machine Learning Pipeline using Scikit-Learn
36:47
Building Machine Learning Pipeline using Scikit-Learn
Text Summarization using BART Transformer | NLP | Transformers | BART
43:11
Text Summarization using BART Transformer | NLP | Transformers | BART
Multiclass Flower Classification using Transfer Learning | EfficientNet Model
1:00:24
Multiclass Flower Classification using Transfer Learning | EfficientNet Model
Feature Scaling in Machine Learning | Normalization | Standardization
25:41
Feature Scaling in Machine Learning | Normalization | Standardization
Hate Speech Detection using LSTM | NLP Project using RNN (Recurrent Neural Network)
44:47
Hate Speech Detection using LSTM | NLP Project using RNN (Recurrent Neural Network)
Video Game Sales Analysis | Data Analysis Project | Exploratory Data Analysis (EDA)
45:14
Video Game Sales Analysis | Data Analysis Project | Exploratory Data Analysis (EDA)
Lung Cancer Detection using VGG16 | Image Classification using Transfer Learning
44:15
Lung Cancer Detection using VGG16 | Image Classification using Transfer Learning
Electricity Production Forecasting using SARIMAX | Time Series Forecasting Project | Seasonal Data
27:51
Electricity Production Forecasting using SARIMAX | Time Series Forecasting Project | Seasonal Data
Market Segment Analysis for Mall | Data Analysis Project | EDA (Exploratory Data Analysis)
47:57
Market Segment Analysis for Mall | Data Analysis Project | EDA (Exploratory Data Analysis)