Resources
Women's Data Collective
Resource Library
Data Analytics Courses(5–7)
Great Learning Academy – Free Data Analytics Courses
Self-paced modules with free certificates covering foundational to advanced analytics topics.
Coding Temple – Free Data Analytics Bootcamp (Self-Paced)
Covers Excel, SQL, Python, Tableau; includes portfolio-building projects.
CareerFoundry Guide – Best Free Data Analytics Courses of 2025
Aggregates top options from CareerFoundry, Datacamp, Harvard, Coursera, and more.
AI, ML & NLP Courses (5–7)
Harvard CS50's Introduction to AI with Python
A free, flexible, Harvard-sanctioned introductory course.
KDnuggets – 5 Free NLP Courses for 2025
Includes Stanford’s CS224N and other credible NLP intro options.
Coursera – NLP Specialization (TensorFlow labs)
Hands-on specialization offering updated deep learning content.
Simplilearn – Free Intro to NLP with Certificate
Beginner-level introduction to NLP, text mining with certification.
IBM SkillsBuild – AI Education Course
Short AI course for beginners (e.g., chatbots, fundamentals).
Great Learning Academy – Free AI Courses
Covers AI fundamentals, ML, and neural networks.
Cloud Computing Courses (5–7)
AWS Training & Certification
Hundreds of free digital cloud courses with labs and skill badges.
Google Cloud Skills Boost
Role-based learning paths with a free 30-day trial.
Simplilearn – Free Cloud Computing Course
Certification course on cloud fundamentals, architecture, and services.
Recommended Books (5–6)
Hello World: How to Be Human in the Age of Algorithms
By Hannah Fry - A witty, accessible reflection on data’s societal impact.
Data Analytics Made Accessible
By Anil Maheshwari - Ideal for beginners with a college-course structure.
Python for Everybody
By Charles Severance - Friendly intro to coding and database querying in Python.