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Deepak Dilipkumar
Deepak Dilipkumar

84 Followers

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Oct 20, 2022

The Watch

Surya sat at his desk, tweaking away at the watch. He inserted the final component and replaced the watch face to close it up. It was ready. He just had to test it out. And he knew exactly where (and when) to go. He turned the dials on the side…

6 min read

6 min read


Dec 28, 2021

The Employee Guide to Surviving the Apocalypse

Hello everyone! As we approach the end of 2053, this is a great time to stop and reflect on everything we’ve experienced this year. This was a bittersweet year for many of you — depending on where you live, you may have faced natural disasters, disease, political upheaval, economic collapse…

Science Fiction

7 min read

The Employee Guide to Surviving the Apocalypse
The Employee Guide to Surviving the Apocalypse
Science Fiction

7 min read


Jan 10, 2021

Parameter

Arjun tapped away at his keyboard, changing a few model parameters, and started the simulation. He was testing out a new powertrain configuration, the result of months of research. The electric vehicle startup he had joined a year ago had ambitious goals, but he liked his work and the general…

Science Fiction

15 min read

Parameter
Parameter
Science Fiction

15 min read


Published in Towards Data Science

·Jan 2, 2021

Frequentist and Bayesian Inference

Statistics is used for different purposes in different contexts. For example, descriptive statistics is the branch that deals with summarizing an existing sample of data. Descriptive statistics deals with the sample itself — there’s no need for any extrapolation. However, a more challenging problem that we have to address regularly…

Statistics

11 min read

Frequentist and Bayesian Inference
Frequentist and Bayesian Inference
Statistics

11 min read


Published in Towards Data Science

·Apr 26, 2020

P-values, and when not to use them

If you look at published research papers in fields involving data analysis (which nowadays is basically every field), you’ll often see a little asterisk* next to the numbers with a footnote saying “statistically significant”. Statistical significance is essentially a check that we can do to verify that our results aren’t…

Statistics

11 min read

P-values, and when not to use them
P-values, and when not to use them
Statistics

11 min read


Published in Towards Data Science

·Mar 25, 2020

Regression to the mean and its implications

An ubiquitous statistical phenomenon that affects our everyday lives, but which most of us are unaware of. — The LA Dodgers, Los Angeles’ resident baseball team, appeared on the cover of Sports Illustrated’s August 28, 2017 issue following a run of tremendous form. They had won 71% of their games and were on pace to tie the record for the most wins in a season. The cover came…

Statistics

9 min read

Regression to the mean and its implications
Regression to the mean and its implications
Statistics

9 min read


Feb 21, 2020

Dealing with Impostor Syndrome

70% — That’s the percentage of people who have felt an episode of impostor syndrome at some point in their careers. Dr. Pauline Rose Clance was responsible for the study that published this number, as well as a lot of the initial research into impostor syndrome. …

Imposter Syndrome

8 min read

Imposter Syndrome

8 min read


Published in Towards Data Science

·Feb 13, 2020

States, Actions, Rewards — The Intuition behind Reinforcement Learning

What exactly is reinforcement learning, and how does an RL algorithm work in practice? — In 2014, Google acquired a British startup named DeepMind for half a billion dollars. A steep price, but the investment seems to have paid off many times over just from the publicity that DeepMind generates. ML researchers know DeepMind for its frequent breakthroughs in the field of deep reinforcement learning…

Machine Learning

9 min read

States, Actions, Rewards — The Intuition behind Reinforcement Learning
States, Actions, Rewards — The Intuition behind Reinforcement Learning
Machine Learning

9 min read


Feb 6, 2020

Deciding against a PhD

After spending 1.5 years in an MS programme at CMU, I’ve decided to move into an applied ML role in industry instead of continuing on to a PhD. I’ve had a lot of discussions with people about the case for and against a PhD, and I thought it’d be useful…

Machine Learning

11 min read

Deciding against a PhD
Deciding against a PhD
Machine Learning

11 min read


Aug 5, 2018

AI at Google Cloud Next ‘18

Last week, from June 24th — 26th, Google held its Google Cloud Next ’18 conference at the Moscone Center in San Francisco. It was Google’s biggest event ever, with 25000 people attending. These kinds of specific product-related conferences often end up becoming a sales pitch for the product (justifiable considering…

Cloud Computing

11 min read

AI at Google Cloud Next ‘18
AI at Google Cloud Next ‘18
Cloud Computing

11 min read

Deepak Dilipkumar

Deepak Dilipkumar

84 Followers

Machine learning engineer

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