Видео 63
Просмотров 60 723

What are GANS ? | Generative Adversarial Networks | Theory |Pytorch

What is Ordinal Encoding? | Variable Encoding | Data Cleaning | Data Science | ML | Python

What is One - Hot Encoding ? | Variable Encoding | Data Cleaning | Data Science | ML | Python

What is Variable Encoding | Data Cleaning | Data Science | Machine Learning | Python

Missing Values Imputation - Missing Category Tag | Implementation | Data Cleaning | ML | AI

Missing Values Imputation - Missing Category Tag | Data Cleaning | Machine Learning | AI

Building Gan From Scratch With PyTorch | Implementation

Hi Everyone,
In this video, I have implemented a Basic GAN using PyTorch to generate fake digits from the MNIST dataset. I walk through the entire process, including setting up the generator and discriminator networks, and explain how adversarial training works.
Notebooks: github.com/100ravp/Gans/blob/main/Basic_GAN.ipynb
RUclips Channel: ruclips.net/user/DSNovice
Blog: www.datasciencenovice.com/
GitHub: github.com/100ravp
Telegram: t.me/datasciencenovice
Check out my other playlist:
1. Deep Learning with TensorFlow
ruclips.net/video/jmj1ksiDGYM/видео.html
2. Hands-On with OpenCV
ruclips.net/video/nc_V7DWHWdg/видео.html
3. Image Classification with Keras
ruclips.net/video/KBPxEiazBz4/видео.html
4. ...

Просмотров: 89

Видео

What are GANS ? | Generative Adversarial Networks | Theory |Pytorch

What are GANS ? | Generative Adversarial Networks | Theory |Pytorch

What are GANS ? | Generative Adversarial Networks | Theory |Pytorch

Просмотров 1662 месяца назад

Hi Everyone, Welcome to another exciting tutorial! In this video, we will explore Generative Adversarial Networks (GANs) and understand how to generate realistic images from noise using pytorch Connect with Me: RUclips Channel: ruclips.net/user/DSNovice Books: drive.google.com/folderview?id=1puztO3NSc2PJJBCGxRJoCq6f1GPeyPoG Blog: www.datasciencenovice.com/ GitHub: github.com/100ravp Telegram: t...

What is Ordinal Encoding? | Variable Encoding | Data Cleaning | Data Science | ML | Python

What is Ordinal Encoding? | Variable Encoding | Data Cleaning | Data Science | ML | Python

What is Ordinal Encoding? | Variable Encoding | Data Cleaning | Data Science | ML | Python

Просмотров 3712 года назад

Hi Everyone In this video, I have talked about Ordinal Encoding, one of the variables encoding techniques, and its use cases on actual data. Notebooks: github.com/100ravp/Data-Preprocessing-Techniques/tree/main/Categorical Variable Encoding dataset: www.kaggle.com/c/house-prices-advanced-regression-techniques RUclips Channel: ruclips.net/user/DSNovice Books: drive.google.com/folderview?id=1puzt...

What is One - Hot Encoding ? | Variable Encoding | Data Cleaning | Data Science | ML | Python

What is One - Hot Encoding ? | Variable Encoding | Data Cleaning | Data Science | ML | Python

What is One - Hot Encoding ? | Variable Encoding | Data Cleaning | Data Science | ML | Python

Просмотров 2952 года назад

Hi Everyone In this video, I have talked about One-Hot Encoding, one of the variables encoding techniques, and its use cases on actual data. Notebooks: github.com/100ravp/Data-Preprocessing-Techniques/tree/main/Categorical Variable Encoding dataset: www.kaggle.com/c/house-prices-advanced-regression-techniques RUclips Channel: ruclips.net/user/DSNovice Books: drive.google.com/folderview?id=1puzt...

What is Variable Encoding | Data Cleaning | Data Science | Machine Learning | Python

What is Variable Encoding | Data Cleaning | Data Science | Machine Learning | Python

What is Variable Encoding | Data Cleaning | Data Science | Machine Learning | Python

Просмотров 3602 года назад

Hi Everyone So today, we are starting the second module of the data pre-processing course. The second module is all about variable encoding In this video, I have talked about what is variable encoding and the different kinds of encoding techniques we use in the industry. Notebooks: github.com/100ravp/Data-Preprocessing-Techniques/tree/main/Categorical Variable Encoding dataset: www.kaggle.com/c...

Missing Values Imputation - Missing Category Tag | Implementation | Data Cleaning | ML | AI

Missing Values Imputation - Missing Category Tag | Implementation | Data Cleaning | ML | AI

Missing Values Imputation - Missing Category Tag | Implementation | Data Cleaning | ML | AI

Просмотров 1683 года назад

Hi Everyone, In this video, I have implemented the missing category tag, one of the missing values techniques. Note: It is a lecture series on missing values, variable encoding, outlier detection, and standardization techniques. So please support my work by subscribing to my channel. Notebooks : github.com/100ravp/Missing-Data-Techniques dataset : www.kaggle.com/c/house-prices-advanced-regressi...

Missing Values Imputation - Missing Category Tag | Data Cleaning | Machine Learning | AI

Missing Values Imputation - Missing Category Tag | Data Cleaning | Machine Learning | AI

Missing Values Imputation - Missing Category Tag | Data Cleaning | Machine Learning | AI

Просмотров 1513 года назад

Hi Everyone, In this video, I have talked about the missing category tag, one of the missing values techniques. Note: It is a lecture series on missing values, variable encoding, outlier detection, and standardization techniques. So please support my work by subscribing to my channel. Notebooks : github.com/100ravp/Missing-Data-Techniques dataset : www.kaggle.com/c/house-prices-advanced-regress...

Missing Values Imputation - End Tail Implementation | Data Cleaning | Machine Learning | AI | Python

Missing Values Imputation - End Tail Implementation | Data Cleaning | Machine Learning | AI | Python

Missing Values Imputation - End Tail Implementation | Data Cleaning | Machine Learning | AI | Python

Просмотров 2253 года назад

Hi Everyone, In this video, I have implemented the end tail imputation, one of the missing values techniques, in python Note: It is a lecture series on missing values, variable encoding, outlier detection, and standardization techniques. So please support my work by subscribing to my channel. Notebooks : github.com/100ravp/Missing-Data-Techniques dataset : www.kaggle.com/c/house-prices-advanced...

Project On Face Mask Detection | Covid | CNN Model | Haar Cascade | TensorFlow | OpenCV | Python |

Project On Face Mask Detection | Covid | CNN Model | Haar Cascade | TensorFlow | OpenCV | Python |

Project On Face Mask Detection | Covid | CNN Model | Haar Cascade | TensorFlow | OpenCV | Python |

Просмотров 7 тыс.3 года назад

Hi Everyone, In this video, we are going to detect whether there is a mask on a face or not, using Haar cascade and a CNN model. Please do like and subscribe to the channel Project On Face Mask Detection | CNN Model | Haar Cascade | TensorFlow | OpenCV | Python Notebook: github.com/100ravp/Deep-Learning-with-Tensorflow Github: github.com/opencv/opencv/tree/master/data/haarcascades Data: www.kag...

Project on Face and Eye Detection | Haar Cascade Classifier | OpenCV Python Tutorial

Project on Face and Eye Detection | Haar Cascade Classifier | OpenCV Python Tutorial

Project on Face and Eye Detection | Haar Cascade Classifier | OpenCV Python Tutorial

Просмотров 7963 года назад

Hi Everyone, In this video, we are going to detect faces and eyes in video using a haar cascade classifier and Open CV. Project on Face and Eye Detection | Haar Cascade Classifier | OpenCV Python Tutorial Notebook: github.com/100ravp/Open-CV-Course/blob/main/Face_Eye_Detection.ipynb Github: github.com/opencv/opencv/tree/master/data/haarcascades Paper: www.cs.cmu.edu/~efros/courses/LBMV07/Papers...

Missing Values Imputation - End Tail Theory | Data Cleaning | Machine Learning | AI

Missing Values Imputation - End Tail Theory | Data Cleaning | Machine Learning | AI

Missing Values Imputation - End Tail Theory | Data Cleaning | Machine Learning | AI

Просмотров 2013 года назад

Hi Everyone, In this video, I have talked about the end tail imputation one of the missing values techniques. Note: It is a lecture series on missing values, variable encoding, outlier detection, and standardization techniques. So please support my work by subscribing to my channel. Notebooks : github.com/100ravp/Missing-Data-Techniques dataset : www.kaggle.com/c/house-prices-advanced-regressio...

Missing Values Imputation - Mean Median Mode Implementation | Data Cleaning | Machine Learning | AI

Missing Values Imputation - Mean Median Mode Implementation | Data Cleaning | Machine Learning | AI

Missing Values Imputation - Mean Median Mode Implementation | Data Cleaning | Machine Learning | AI

Просмотров 3333 года назад

Hi Everyone, In this video, I have implemented the mean median mode, one of the missing values techniques, in python Note: It is a lecture series on missing values, variable encoding, outlier detection, and standardization techniques. So please support my work by subscribing to my channel. Notebooks : github.com/100ravp/Missing-Data-Techniques dataset : www.kaggle.com/c/house-prices-advanced-re...

Missing Values Imputation - Mean Median Mode Theory | Data Cleaning | Machine Learning | AI

Missing Values Imputation - Mean Median Mode Theory | Data Cleaning | Machine Learning | AI

Missing Values Imputation - Mean Median Mode Theory | Data Cleaning | Machine Learning | AI

Просмотров 5873 года назад

Hi Everyone, In this video, I have talked about the mean median mode, one of the missing values techniques. Note: It is a lecture series on missing values, variable encoding, outlier detection, and standardization techniques. So please support my work by subscribing to my channel. Notebooks : github.com/100ravp/Missing-Data-Techniques dataset : www.kaggle.com/c/house-prices-advanced-regression-...

Missing Values Imputation - Complete Case Analysis Implementation | Data Cleaning| Machine Learning

Missing Values Imputation - Complete Case Analysis Implementation | Data Cleaning| Machine Learning

Missing Values Imputation - Complete Case Analysis Implementation | Data Cleaning| Machine Learning

Просмотров 2763 года назад

Hi Everyone, In this video, I have implemented the complete case analysis, one of the missing values techniques, in python. Note: It is a lecture series on missing values, variable encoding, outlier detection, and standardization techniques. So please support my work by subscribing to my channel. Notebooks : github.com/100ravp/Missing-Data-Techniques dataset : www.kaggle.com/c/house-prices-adva...

Missing Values Imputation - Complete Case Analysis Theory | Data Preprocessing | Machine Learning

Missing Values Imputation - Complete Case Analysis Theory | Data Preprocessing | Machine Learning

Missing Values Imputation - Complete Case Analysis Theory | Data Preprocessing | Machine Learning

Просмотров 4823 года назад

Hi Everyone, In this video, I have talked about complete case analysis- one of the missing values techniques. Note: It is a lecture series on missing values, variable encoding, outlier detection, and standardization techniques. So please support my work by subscribing to my channel. Notebooks : github.com/100ravp/Missing-Data-Techniques dataset : www.kaggle.com/c/house-prices-advanced-regressio...

01- Interview Talks with Parichita Nandi | Analyst at Citi Bank | Interview | Data Science | ML | AI

01- Interview Talks with Parichita Nandi | Analyst at Citi Bank | Interview | Data Science | ML | AI

01- Interview Talks with Parichita Nandi | Analyst at Citi Bank | Interview | Data Science | ML | AI

Просмотров 4103 года назад

01- Interview Talks with Parichita Nandi | Analyst at Citi Bank | Interview | Data Science | ML | AI

Chest X-Ray Covid-19 Detection | Transfer Learning | Deep Learning | Kaggle | TensorFlow | Python

Chest X-Ray Covid-19 Detection | Transfer Learning | Deep Learning | Kaggle | TensorFlow | Python

Chest X-Ray Covid-19 Detection | Transfer Learning | Deep Learning | Kaggle | TensorFlow | Python

Просмотров 7 тыс.3 года назад

Chest X-Ray Covid-19 Detection | Transfer Learning | Deep Learning | Kaggle | TensorFlow | Python

Disneyland Review - Sentiment Analysis | Text Cleaning | Word Cloud | Stop words | NLP | Python |

Disneyland Review - Sentiment Analysis | Text Cleaning | Word Cloud | Stop words | NLP | Python |

Disneyland Review - Sentiment Analysis | Text Cleaning | Word Cloud | Stop words | NLP | Python |

Просмотров 1,4 тыс.3 года назад

Disneyland Review - Sentiment Analysis | Text Cleaning | Word Cloud | Stop words | NLP | Python |

Part 3 - Loan Default Classification Project | Kaggle | Analysis | Encoding | Outliers | Modelling

Part 3 - Loan Default Classification Project | Kaggle | Analysis | Encoding | Outliers | Modelling

Part 3 - Loan Default Classification Project | Kaggle | Analysis | Encoding | Outliers | Modelling

Просмотров 1,3 тыс.3 года назад

Part 3 - Loan Default Classification Project | Kaggle | Analysis | Encoding | Outliers | Modelling

Course on Data Preprocessing Technique | Missing | Outliers | Scaling | Encoding | Data Science | ML

Course on Data Preprocessing Technique | Missing | Outliers | Scaling | Encoding | Data Science | ML

Course on Data Preprocessing Technique | Missing | Outliers | Scaling | Encoding | Data Science | ML

Просмотров 1 тыс.3 года назад

Course on Data Preprocessing Technique | Missing | Outliers | Scaling | Encoding | Data Science | ML

Live Session On Gradient Descent | Python Implementation | Machine Learning | Data Science | 2021

Live Session On Gradient Descent | Python Implementation | Machine Learning | Data Science | 2021

Live Session On Gradient Descent | Python Implementation | Machine Learning | Data Science | 2021

Просмотров 1963 года назад

Live Session On Gradient Descent | Python Implementation | Machine Learning | Data Science | 2021

02- Tokenization| Displacy | NER | POS | NLP Course with Python | 2021

02- Tokenization| Displacy | NER | POS | NLP Course with Python | 2021

02- Tokenization| Displacy | NER | POS | NLP Course with Python | 2021

Просмотров 2613 года назад

02- Tokenization| Displacy | NER | POS | NLP Course with Python | 2021

Part 2 - Loan Default Classification Project | Kaggle | Analysis | Encoding | Outliers | Modelling

Part 2 - Loan Default Classification Project | Kaggle | Analysis | Encoding | Outliers | Modelling

Part 2 - Loan Default Classification Project | Kaggle | Analysis | Encoding | Outliers | Modelling

Просмотров 2 тыс.3 года назад

Part 2 - Loan Default Classification Project | Kaggle | Analysis | Encoding | Outliers | Modelling

Part 1 - Loan Default Classification Project | Kaggle | Analysis | Encoding | Outliers | Modelling

Part 1 - Loan Default Classification Project | Kaggle | Analysis | Encoding | Outliers | Modelling

Part 1 - Loan Default Classification Project | Kaggle | Analysis | Encoding | Outliers | Modelling

Просмотров 6 тыс.3 года назад

Part 1 - Loan Default Classification Project | Kaggle | Analysis | Encoding | Outliers | Modelling

01- Regular expression | Text Cleaning | NLP Course with Python | 2021

01- Regular expression | Text Cleaning | NLP Course with Python | 2021

01- Regular expression | Text Cleaning | NLP Course with Python | 2021

Просмотров 1,1 тыс.3 года назад

01- Regular expression | Text Cleaning | NLP Course with Python | 2021

Introduction - Natural Language Processing With Python | Full Course | SpaCy | NLTK | 2021

Introduction - Natural Language Processing With Python | Full Course | SpaCy | NLTK | 2021

Introduction - Natural Language Processing With Python | Full Course | SpaCy | NLTK | 2021

Просмотров 9233 года назад

Introduction - Natural Language Processing With Python | Full Course | SpaCy | NLTK | 2021

Part 4 - Advance Linear Regression | Kaggle Competition | Missing Value | Encoding | Outliers |

Part 4 - Advance Linear Regression | Kaggle Competition | Missing Value | Encoding | Outliers |

Part 4 - Advance Linear Regression | Kaggle Competition | Missing Value | Encoding | Outliers |

Просмотров 3103 года назад

Part 4 - Advance Linear Regression | Kaggle Competition | Missing Value | Encoding | Outliers |

De-Noise Image Using Auto-Encoder | Deep Learning with TensorFlow and Artificial Intelligence |2021

De-Noise Image Using Auto-Encoder | Deep Learning with TensorFlow and Artificial Intelligence |2021

De-Noise Image Using Auto-Encoder | Deep Learning with TensorFlow and Artificial Intelligence |2021

Просмотров 6823 года назад

De-Noise Image Using Auto-Encoder | Deep Learning with TensorFlow and Artificial Intelligence |2021

Part 3 - Advance Linear Regression | Kaggle Competition | Missing Value | Encoding | Outliers |

Part 3 - Advance Linear Regression | Kaggle Competition | Missing Value | Encoding | Outliers |

Part 3 - Advance Linear Regression | Kaggle Competition | Missing Value | Encoding | Outliers |

Просмотров 3643 года назад

Part 3 - Advance Linear Regression | Kaggle Competition | Missing Value | Encoding | Outliers |

07- Auto-Encoders | Denoise | Stacked | Deep Learning with TensorFlow Artificial Intelligence | 2021

07- Auto-Encoders | Denoise | Stacked | Deep Learning with TensorFlow Artificial Intelligence | 2021

07- Auto-Encoders | Denoise | Stacked | Deep Learning with TensorFlow Artificial Intelligence | 2021

Просмотров 3823 года назад

07- Auto-Encoders | Denoise | Stacked | Deep Learning with TensorFlow Artificial Intelligence | 2021