Googles Machine Learning Is Making You More Effective In 2020 – Forbes
The collection of web-based software that Google offers to businesses and consumers is officially known as G Suite. Most people are familiar with Gmail and Google Docs, but quite a few do not realize that they offer a whole range of productivity and collaboration tools via your computer or mobile device.
HONG KONG, HONG KONG - November 27: A woman using an Macbook Pro as she uses Google G Suite on ... [+] November 27, 2017 in Hong Kong, Hong Kong. (Photo by studioEAST/Getty Images)
I have been working on another post about consumer-level uses of artificial intelligence (AI), not the media-hyped creepiness, but the practical, useful ways that AI is helping us do more and be more. Google started me thinking about this as I have watched it add various smart functions (think AI) to email as well as increasing ways to help me complete or enhance a document, spreadsheet, or presentation with the Explore function.It keeps learning from you and adjusting to you with these features.
Draft and send email responses quicker: Two relatively new, intelligent features include Smart Compose and Smart Reply. Gmail will suggest ways to complete your sentences while drafting an email and suggest responses to incoming messages as one-click buttons (at the bottom of the newly received message). This works in relatively simple messages that are calling for answers like these:
Enable Smart Compose and Smart Reply by going to Settings (that little gear icon in the upper right of your email inbox). Smart Reply is automatically enabled when users switch to the new Gmail.
On mobile and desktop or web, Smart Reply utilizes machine learning to give you better responses the more you use it. So if you're more of a thanks! than a thanks. person, itll suggest the response that is more authentic to you. Subtle difference, for sure, but I have noticed with certain people I interact with, the punctuation does change to show more emotion. I have not seen any emojis popping up, however. That may be a good thing.
For some of the newest features, you must go to Settings, then click Experimental Access. Features that are under test have a special little chemistry bottle icon or emoji. Most of the features in this post have already been fully tested and released to the general public.
Auto-reminders to respond: Gmails new Nudging function reportedly will now automatically bump both incoming and outgoing messages to the top of your inbox after a few days if neither party has responded. You can turn this feature on/off in Settings. However, I have not had this work properly, but maybe I am simply too efficient. Not. Either way, I have not noticed these reminders yet.
Machine Learning in Google Docs, Google Sheets, and Google Slides
The Explore button in the lower right corner of Docs, Sheets, or Slides is machine learning (ML) in action. You can visualize data in Sheets without using a formula. The explore button is a compass-looking type star and as you hover over it, it expands. Once clicked, it serves as a search tool within these products.
Explore and visualize in Sheets to help you decipher data easily by asking Explore with words, not formulas to get answer about your data. You can ask it a question like, how many units were sold on Black Friday, or what is my best selling product? or how much was spent on payroll last month, can be asked directly instead of creating formulas to get an answer. Explore in Sheets is available on the web, Android and iOS. On Android, you click the three vertical dots to get to the menu and then Explore is listed. When you first click it, it offers a try an example option and creates a new spreadsheet showcasing various examples.
Explore in Docs gives you a way to stay focused in the same tab. Using Explore, you get a little sidebar with Web, Images, and Drive results. It provides instant suggestions based on the content in your document including related topics to learn about, images to insert, or more content to check out in Docs. You can also find a related document from Drive or search Google right within Explore. Explore in Docs is available in a web browser, but I did not find it on my mobile apps for Android or iOS.
Explore in Slides makes designing a presentation simple. I think theres some AI/ML going on here, as Explore dynamically generates design suggestions, based on the content of your slides. Then, pick a recommendation and apply it with a single click, without having to crop, resize or reformat.
Are all of these features going to single-handedly make you the most productive person on the planet? No, but they are definitely small and constant improvements that point the way to a more customized and helpful use of artificial intelligence and machine learning.
If you are looking for other creative ways that people and organizations are using G Suite, there are tons of great customer stories that Google shares about how big and small organizations and companies use its free and enterprise-level products that may give you ideas for how you can leverage their cloud software. I find many of these case studies inspiring, but that is based on how organizations are responding to community needs.
Check out this one from Eagle County, Colorado during a wildfire there and this one from the City of Los Angeles with a real-time sheet to show police officers which homeless shelters have available beds.
More:
Googles Machine Learning Is Making You More Effective In 2020 - Forbes
- Machine Learning Predicts Nuclear Reactor Containment Seismic Demands With Explainable Models - Bioengineer.org - November 7th, 2026 [November 7th, 2026]
- Explainable Machine Learning Identifies Predictive Thresholds Governing Urban Heat Island Dynamics - Bioengineer.org - November 7th, 2026 [November 7th, 2026]
- Machine learning reshapes yeast enzyme to favor a stubborn aldehyde and survive heat - Bioengineer.org - November 7th, 2026 [November 7th, 2026]
- Machine learning and winter storm predictions to be the focus of Nov. 6 talk - The Pennsylvania State University - November 3rd, 2026 [November 3rd, 2026]
- Zelims ZOE Taps AI, Machine Learning to Enhance S&R Operations - Marine News Magazine - November 3rd, 2026 [November 3rd, 2026]
- From Meters to Machine Learning: Building AI-Ready Utilities in India - CSIS | Center for Strategic and International Studies - October 30th, 2026 [October 30th, 2026]
- SPINE: A machine-learning program is on the trail of ghost particles - Phys.org - October 30th, 2026 [October 30th, 2026]
- Identification of ferroptosis-related key genes influencing synovitis development in osteoarthritis based on machine learning - Nature - October 30th, 2026 [October 30th, 2026]
- Machine learning simulations reveal how plastic transforms into hard carbon - EurekAlert! - October 30th, 2026 [October 30th, 2026]
- Machine learning predicts wastewater aeration efficiency, but only when data stay close to home - Bioengineer.org - October 30th, 2026 [October 30th, 2026]
- Machine learning reveals when changing shot direction pays off in elite tennis - Bioengineer.org - October 30th, 2026 [October 30th, 2026]
- Machine learning and blockchain team up to cut supply chain costs and carbon - Bioengineer.org - October 30th, 2026 [October 30th, 2026]
- Machine learning simulations uncover how plastic transforms into hard carbon - Open Access Government - October 30th, 2026 [October 30th, 2026]
- Machine Learning Surrogates Predict Wing Aerodynamics and Stress in Seconds - bioengineer.org - October 30th, 2026 [October 30th, 2026]
- Kernel-Tuned Machine Learning Pushes Network Intrusion Detection Toward 99% Accuracy on Benchmark Data - Bioengineer.org - October 30th, 2026 [October 30th, 2026]
- Machine learning and water quality indices reveal monsoon pollution hotspots in Odishas Baitarani River - bioengineer.org - October 30th, 2026 [October 30th, 2026]
- Machine Learning Predicts ICU Deaths in PAD Patients, but Hemodynamics Add Little - Bioengineer.org - October 30th, 2026 [October 30th, 2026]
- Stacked machine learning pairs ultrasound and Raman spectra to flag thyroid cancer - Bioengineer.org - October 30th, 2026 [October 30th, 2026]
- Machine Learning and Entropy Indices Reveal Most Mahanadi Water Near Paradip Unfit to Drink - Bioengineer.org - October 30th, 2026 [October 30th, 2026]
- Machine learning simulations trace how plastic turns into hard carbon atom by atom - Bioengineer.org - October 30th, 2026 [October 30th, 2026]
- My Machine Learning Pipeline Cheated, and Cross-Validation Never Noticed - Towards Data Science - October 26th, 2026 [October 26th, 2026]
- Machine learning predicts next-year fitness assessment failure in university students - Bioengineer.org - October 26th, 2026 [October 26th, 2026]
- Serrated Airfoils Reshape Stall Behavior in CFD, Wind Tunnel and Machine Learning Study - Bioengineer.org - October 26th, 2026 [October 26th, 2026]
- Applications of artificial intelligence and machine learning in food processing, quality control, and food safety: a critical review - Nature - October 26th, 2026 [October 26th, 2026]
- Machine-learning simulations reveal how sodium batteries form their protective interface - Bioengineer.org - October 26th, 2026 [October 26th, 2026]
- Reimagining demand forecasting at Bayer with AI and machine learning - Supply Chain Management Review - September 28th, 2026 [September 28th, 2026]
- What Is Machine Learning Fairness? What You Need to Know - Coursera - September 28th, 2026 [September 28th, 2026]
- Howard University Hosts Machine Learning Symposium in Collaboration with Amazon Web Services - The Dig at Howard University - September 26th, 2026 [September 26th, 2026]
- Machine learning helps identify chemicals that repel honey bees from pesticides - University of California, Riverside - September 26th, 2026 [September 26th, 2026]
- Machine Learning Hunts Down Hidden Gene Switches Across the Fungal Tree of Life - Bioengineer.org - September 26th, 2026 [September 26th, 2026]
- Integrated Quantum Technologies Advances ICA Research for IEEE Secure and Trustworthy Machine Learning Conference Submission - TMX Newsfile - September 26th, 2026 [September 26th, 2026]
- I surprisingly don't hate the Logitech Blue Yeti 2's use of machine learning - Yahoo Tech - September 26th, 2026 [September 26th, 2026]
- LANDR expands AI fraud detection built with machine learning lab Mila and says artificial streams flagged by Spotify for music it distributes fell... - September 26th, 2026 [September 26th, 2026]
- University Of California Machine Learning Spots Scents Bees Avoid In Real Fields - Quantum Zeitgeist - September 26th, 2026 [September 26th, 2026]
- Inside the AI Investing Think Tank: How Machine Learning Drives Modern Financial Research - Rebellion Research - September 26th, 2026 [September 26th, 2026]
- New machine learning methods set to improve forecasts - University of Reading - September 24th, 2026 [September 24th, 2026]
- What this machine learning model boasting 65% accuracy says is coming next for the 10-year Treasury - MarketWatch - September 24th, 2026 [September 24th, 2026]
- Quantitative Investment Strategies: Institutional Architecture and Machine Learning Alpha in 2026 - Rebellion Research - September 24th, 2026 [September 24th, 2026]
- Machine learning forecasts suggest a concentration paradox in international student mobility to the United Kingdom - Nature - September 22nd, 2026 [September 22nd, 2026]
- Machine learning model distinguishes levels of psychological resilience in health care workers with 75% accuracy - Medical Xpress - September 22nd, 2026 [September 22nd, 2026]
- How Machine Learning Is Changing the Way We Inspect the Railway - Railway-News - September 22nd, 2026 [September 22nd, 2026]
- Microsoft file patent for a machine learning system that would "train" itself on your playtime to work out when you'll be least annoyed by... - September 22nd, 2026 [September 22nd, 2026]
- Quantitative Finance Conferences NYC 2026: The AI and Machine Learning Summit Guide - Rebellion Research - September 22nd, 2026 [September 22nd, 2026]
- Nanoparticle Electrode and Machine Learning Team Up to Catch Toxic Lead and Cadmium in Water - Bioengineer.org - September 22nd, 2026 [September 22nd, 2026]
- Cosmic tensions: can machine learning find a fairer story of the universe - Times of Malta - September 22nd, 2026 [September 22nd, 2026]
- Lessening the shock of defibrillation with machine learning - AIP.ORG - September 17th, 2026 [September 17th, 2026]
- Algorithmic Stock Picking: The Architecture of Machine Learning Alpha in 2026 - Rebellion Research - September 17th, 2026 [September 17th, 2026]
- Canada is pushing ahead with machine learning to improve medical diagnostics - Digital Journal - September 17th, 2026 [September 17th, 2026]
- How researchers use machine learning to re-create chirps and trills produced by forest insects when Dinos - The Times of India - September 15th, 2026 [September 15th, 2026]
- Machine Learning Reshapes Credit Scoring - Communications of the ACM - September 13th, 2026 [September 13th, 2026]
- Machine Learning With Threshold Optimization Could Help Reduce Unnecessary Appendectomies in Adults - bioengineer.org - September 13th, 2026 [September 13th, 2026]
- Information Theory Meets Machine Learning to Catch Industrial Cyberattacks - bioengineer.org - September 13th, 2026 [September 13th, 2026]
- Machine Learning Gets a Robustness Boost by Turning Labels into Preferences - bioengineer.org - September 13th, 2026 [September 13th, 2026]
- Machine Learning Meets X-Rays to Reveal the Hidden Architecture of Pea Seeds - bioengineer.org - September 13th, 2026 [September 13th, 2026]
- Machine Learning Predicts Which Women Will Face Early Ovarian Failure Within Three Years - bioengineer.org - September 13th, 2026 [September 13th, 2026]
- Machine Learning Cracks the Code of Nitinol Wear, a Metal That Remembers Its Shape - bioengineer.org - September 13th, 2026 [September 13th, 2026]
- Using machine learning to see how living brains learn - The University of Utah - September 8th, 2026 [September 8th, 2026]
- Applying causal machine learning to assess and improve cleantech policy design - Nature - September 8th, 2026 [September 8th, 2026]
- Frontier Tech Leaders Programme Celebrates First Machine Learning Bootcamp Graduation and AI for Sustainable Tourism Hackathon in Angola - United... - September 8th, 2026 [September 8th, 2026]
- From the Knowledge to machine learning: Wayve takes AI driving to London - IOT Insider - September 8th, 2026 [September 8th, 2026]
- Algorithm optimizes machine learning techniques that use linear, tunable resistor networks - AIP.ORG - September 2nd, 2026 [September 2nd, 2026]
- Math Modeling Seminar: Applications of Topological Data Analysis and Machine Learning Models in Predictive Biology and Drug Discovery | Events | RIT -... - September 2nd, 2026 [September 2nd, 2026]
- UC Berkeley Announces New Professional Graduate Degree in AI and Machine Learning - University of California, Berkeley - August 25th, 2026 [August 25th, 2026]
- DedeepyaYarraand the rise of Trustworthy AI: Where Machine Learning meets cybersecurity - India.com - August 25th, 2026 [August 25th, 2026]
- Machine learning smooths the road from idea to real-world climate impact - EurekAlert! - August 18th, 2026 [August 18th, 2026]
- Chris Latham Interviews Henry Zelikovsky, Founder & CEO of Softlab360: Successful Applications of AI/Machine Learning in Wealth Management -... - August 18th, 2026 [August 18th, 2026]
- Integrated data and machine learning transform lung cancer diagnosis and treatment - Bioengineer.org - August 18th, 2026 [August 18th, 2026]
- Machine learning accelerates climate solutions from ideas to real-world impact - Bioengineer.org - August 18th, 2026 [August 18th, 2026]
- Identification of weight loss predictors using machine learning approaches in adolescents with obesity - Nature - August 16th, 2026 [August 16th, 2026]
- Quantitative Hedge Fund Strategies: The Machine Learning Revolution of 2026 - rebellionresearch.com - August 16th, 2026 [August 16th, 2026]
- Healthcare Machine Learning Hits Production Scale as Governance Falls Behind, Black Book's Fourth Annual Report Finds - bhpioneer.com - August 16th, 2026 [August 16th, 2026]
- Machine Learning Identifies Predictors of Weight Loss in Adolescents With Obesity - Bioengineer.org - August 16th, 2026 [August 16th, 2026]
- How AI is changing hurricane forecasting as scientists track storms with machine learning - Gulf Coast News and Weather - August 12th, 2026 [August 12th, 2026]
- Scalable prediction of suicidal risk in university students: a three steps machine learning approach in university settings - Nature - August 12th, 2026 [August 12th, 2026]
- Identification of critical brain regions for young adults with obesity and their relationships with impulsivity using machine learning based on... - August 12th, 2026 [August 12th, 2026]
- UNIVERSITY OF ALBERTA Drones and machine learning team up to map forest soil health - Education News Canada - August 12th, 2026 [August 12th, 2026]
- Meet Millie Pradawong, the 14-year-old Virginia student using machine learning and CRISPR to make microal - The Times of India - August 7th, 2026 [August 7th, 2026]
- UWs Machine Learning for High School Teachers Workshop Enriches Classrooms - University of Wyoming - August 7th, 2026 [August 7th, 2026]
- Assessment and pathways of the energy production revolution in the Yellow River Basin, China towards carbon peaking: a machine learning approach -... - August 7th, 2026 [August 7th, 2026]
- TN Agri Budget: Govt bets on AI, Machine Learning to deliver real-time assistance to farmers - ThePrint - August 7th, 2026 [August 7th, 2026]