Text Analytics with Python

via edX Professional Certificate

Overview

Embark on a journey into the realm of text analytics and natural language processing (NLP) with the comprehensive Text Analytics with Python certificate. This course demystifies the core techniques of NLP and the cognitive sciences behind them, equipping learners with the skills to perform sophisticated text analysis in Python. Participants will master the art of creating pipelines for text classification and similarity, utilizing advanced machine learning techniques to automate the process from data collection to visualization. Additionally, the course delves into the computational understanding of language, highlighting the differences between artificial intelligence and human perception, as well as the ethical considerations in data usage and privacy protection.

Through practical application, learners will explore real-world case studies using an array of powerful tools like pandas, numpy, scikit-learn, tensorflow, matplotlib, seaborn, gensim, and spacy within jupyter notebooks. This hands-on experience provides invaluable insights into handling unstructured data, offering a blend of scientific knowledge and practical skills. Offered by edX, this Professional Certificate falls under various categories including Python Courses, Machine Learning Courses, Computer Vision Courses, scikit-learn Courses, NumPy Courses, and pandas Courses, making it a perfect choice for those eager to dive deep into the world of text analytics and machine learning.