Towards AI

AUGUST 16, 2023

Data preparation: This step includes the following tasks: data preprocessing, data cleaning, and exploratory data analysis (EDA). For text data, we would convert text data features into vectors and perform Tokenization, Stemming, and Lemmatization, as well as other possible steps described in Natural Language Processing on my GitHub repo.

AI 98

AI AI Machine Learning Machine Learning 98

Pickl AI

JULY 12, 2024

Deep Learning has been used to achieve state-of-the-art results in a variety of tasks, including image recognition, Natural Language Processing, and speech recognition. Natural Language Processing (NLP) This is a field of computer science that deals with the interaction between computers and human language.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Python Natural Language Processing 52

Pickl AI

DECEMBER 16, 2024

Transformers Originally developed for natural language processing, transformer models have been adapted for Time Series Forecasting due to their ability to capture complex relationships across long sequences of data. Split the Data: Divide your dataset into training, validation, and testing subsets to ensure robust evaluation.

AI 52

AI AI Machine Learning Machine Learning 52

Heartbeat

MAY 29, 2023

LLMs are one of the most exciting advancements in natural language processing (NLP). Part 1: Training LLMs Language models have become increasingly important in natural language processing (NLP) applications, and LLMs like GPT-3 have proven to be particularly successful in generating coherent and meaningful text.

Machine Learning 78

Machine Learning Machine Learning Natural Language Processing Data Preparation 78

Pickl AI

SEPTEMBER 12, 2024

Cross-Validation: A model evaluation technique that assesses how well a model will generalise to an independent dataset. Exploratory Data Analysis (EDA): Analysing and visualising data to discover patterns, identify anomalies, and test hypotheses. NLP enables machines to understand and interpret text and speech.

Data Analyst 52

Data Analyst Data Science Machine Learning Machine Learning 52