Towards AI

FEBRUARY 11, 2025

Path to Maturity – in data engineering often looks like this: Junior: Ill fix it with code Mid-level: Ill build a system to prevent it Senior: Lets understand why this happens Lead: We need to change how we work Image by Author The best technical solution cant fix a broken process. Another challenge is data integration and consistency.

Data Quality 58

Data Quality Data Engineering Data Engineering Data Engineer 58

Pickl AI

DECEMBER 3, 2024

It is a central hub for researchers, data scientists, and Machine Learning practitioners to access real-world data crucial for building, testing, and refining Machine Learning models. The publicly available repository offers datasets for various tasks, including classification, regression, clustering, and more.

Machine Learning 52

Machine Learning Machine Learning Clustering Supervised Learning 52

Women in Big Data

DECEMBER 13, 2023

Benefits of NLP ? NLP has many applications – Machine Translation, Text Summarization, Searching, Question Answering, Named-Entity Recognition, Parts-of-Speech: (POS), Clustering, Sentiment Analysis, Text Classification, Chatbots and Virtual Assistants. A language model is a probability distribution over sequences of words.

Natural Language Processing 52

Natural Language Processing Big Data Big Data Computer Science 52

Pickl AI

SEPTEMBER 12, 2024

Data cleaning identifies and addresses these issues to ensure data quality and integrity. Data Analysis: This step involves applying statistical and Machine Learning techniques to analyse the cleaned data and uncover patterns, trends, and relationships.

Data Analyst 52

Data Analyst Data Science Machine Learning Machine Learning 52