Hackers Realm
Word Embedding using GloVe | Feature Extraction | NLP | Python
Explore GloVe word embedding for NLP in Python. Learn feature extraction, transforming words into vector representations. #GloVe #Python
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Hackers Realm Blog
Hackers Realm
- Aug 7
- 4 min
Feature Extraction using Word2Vec | NLP | Python
Word2Vec is a NLP technique for learning word embeddings which are dense numerical representations of words in a continuous vector space
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Hackers Realm
- Jul 31
- 5 min
Feature Extraction using Term Frequency - Inverse Document Frequency (TF-IDF) | NLP | Python
TF-IDF is a numerical representation often used in NLP and information retrieval to evaluate the importance of a word in a document
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Hackers Realm
- Jul 31
- 4 min
Feature Extraction of Text Data using Bag of Words | NLP | Python
A bag-of-words is a representation of text that describes the occurrence of words within a document.
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Hackers Realm
- Jul 24
- 8 min
Dimensionality Reduction using PCA vs LDA vs t-SNE vs UMAP | Machine Learning | Python
Explore Dimensionality Reduction: PCA vs LDA vs t-SNE vs UMAP in Python. Compare techniques to transform high-dimensional data.
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Hackers Realm
- Jul 24
- 10 min
Ensemble Techniques in Machine Learning | Python
Boost model performance with Ensemble Techniques in Python. Explore bagging, boosting, & stacking to create powerful machine learning models
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Hackers Realm
- Jul 17
- 8 min
Handle Imbalanced classes in Dataset | Machine Learning | Python
Handling imbalanced classes involves applying techniques such as resampling, class weighting, and algorithm selection to mitigate the bias.
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Hackers Realm
- Jul 17
- 11 min
How to Fill Missing Values in Dataset | Machine Learning | Python
Filling missing values in a dataset is an essential step in data preprocessing to ensure the accuracy and reliability of your analysis.
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Hackers Realm
- Jul 11
- 9 min
Detect and Remove Outliers in the Data | Machine Learning | Python
Detecting and removing outliers is an important step in data analysis and can help improve the accuracy of statistical models.
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Hackers Realm
- Jul 8
- 4 min
Target/Mean Encoding for Categorical Attributes | Machine Learning | Python
Mean encoding, also known as target encoding, is a technique used to encode categorical attributes in machine learning models
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Hackers Realm
- Jul 8
- 4 min
Feature Selection using Recursive Feature Elimination | Machine Learning | Python
Recursive Feature Elimination (RFE) is a feature selection technique used to select the most relevant features from a given dataset
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Hackers Realm
- Jun 4
- 12 min
Mastering Machine Learning with PySpark | Loan Prediction | Python
Master PySpark for machine learning! Explore loan prediction with Python, PySpark, and harness the power of big data. #PySpark #Python
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Hackers Realm
- Jun 1
- 14 min
Mastering OpenAI GPT-3 & 3.5 : A Comprehensive Guide to Overview, API, Examples and Fine Tuning
Unlock the potential of OpenAI GPT-3 & 3.5! This comprehensive guide covers overview, API, examples, and fine-tuning techniques. #OpenAI
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Hackers Realm
- May 29
- 14 min
Anime Face Generation using DCGAN | Keras Tensor flow | Deep Learning | Python
Create stunning anime faces with Python! Dive into Deep Convolutional GANs using Keras. Unleash your creativity in anime face generation.
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Hackers Realm
- May 23
- 11 min
Deep CNN Autoencoder for Image Compression & Denoising | Deep Learning | Python Tutorial
This tutorial explores Deep CNN Autoencoder for Image Compression & Denoising, enabling efficient and accurate image processing using python
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Hackers Realm
- May 20
- 7 min
Enhance Your Images with Super Resolution | OpenCV | Deep Learning | Project Tutorial | Python
Enhancing images with super resolution using OpenCV involves using advanced techniques to upscale low-resolution images .
2,232 views0 comments
Hackers Realm
- May 20
- 7 min
Abstractive Text Summarization using Transformer Model | Deep Learning | Python | Project Tutorial
Abstractive text summarization is a natural language processing task that aims to generate a concise and coherent summary of a given data
341 views0 comments
Hackers Realm
- May 9
- 4 min
Revive your Old Images and Videos with DeOldify | Deep Learning | Project Tutorial
Revive your old images and videos with colorization is a project to colorize old images and videos using DeOldify
434 views0 comments
Hackers Realm
- Apr 16
- 4 min
Face Mask Detection using Python | Object Detection | Deep Learning Project Tutorial
Learn how to build a face mask detection system using Python, object detection and deep learning for an exciting project with brief tutorial
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Hackers Realm
- Aug 25, 2022
- 6 min
CartPole Balance using Python | OpenAI Gym | Reinforcement Learning Project Tutorial
The Cartpole balance problem is a classic inverted pendulum and objective is to balance pole on cart using reinforcement learning openai gym
620 views0 comments
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