Frank AndradeinGeek Culture·1 day agoMember-onlyChatGPT: The End of Programming (As We Know It)And the beginning of cooler things. — The first time I used ChatGPT, it blew up my mind. I couldn’t believe this AI-powered chatbot could write code in many languages, debug code, translate code from one programming language to another, write scripts from scratch, etc. Although I doubt ChatGPT can ever replace a software engineer or developer…Data Science4 min readData Science4 min read
Rama RamakrishnaninTowards Data Science·14 hours agoHow Big Should Your Sample Size Be?A handy little formula that every data scientist should know — You are in a meeting with the CEO and the executive team. The Product team is pitching a new product idea. It has lots of cool features and will work smoothly with the company’s current products. They think existing customers will love it. They think it is a great way…Data Science6 min readData Science6 min read
TDS EditorsinTowards Data Science·8 hours agoIn Data Science, the Best Way to Learn Is by DoingMany of us are approaching that time of year when things are slowing down at work or at school ahead of the winter holidays. For some, this is the perfect occasion to keep schedules clear and plans minimal, and to focus on relaxing and catching up with family and friends…Data Science3 min readData Science3 min read
Mehmet BektasinJupyter Blog·1 day agoJupyterLab Desktop — 2022 recapJupyterLab Desktop is the cross-platform desktop application distribution of JupyterLab. It is the quickest and easiest way to get started with Jupyter notebooks, with the flexibility for advanced use cases. It has been slightly over a year since we relaunched JupyterLab Desktop. As we close the year 2022, we would…Data Science4 min readData Science4 min read
Evgenia PlotnikovainDawn Capital·6 hours agoCome rain or shine, AI is the future: Why we’ve reinvested in Dataiku (again)Every December, the Dawn team reflects on the year gone by and makes a set of predictions for the next. There is no doubt that 2022 brought difficult and often painful challenges, but I am nevertheless hopeful for 2023. Why am I optimistic? Because the fundamentals of technological progress did…Data Science3 min readData Science3 min read
Marco CerlianiinTowards Data Science·1 day agoMember-onlyTime Series Forecasting with Conformal Prediction Intervals: Scikit-Learn is All you NeedAccurate Uncertainty Quantification with MAPIE and TSPIRAL — When carrying out a time series forecasting task we are used to developing solutions that produce point-wise estimations of future observations. That’s correct and, if properly validated, they may positively impact business results. Is it possible to do better? Can we provide more detailed forecasts by simply adding further information?Data Science5 min readData Science5 min read
Irene Nafula·13 hours agoThe Data Analysis ProcessHello, there. For the better part of this year, I have been spending hours trying to get a hang of data analysis. There have been countless scholarships on offer and I managed to secure two of them. …Data Science3 min readData Science3 min read
Aman Ranjan VermainTowards Data Engineering·15 hours agoMember-onlyEncrypt and decrypt data frame in PySparkLearn how to encrypt and decrypt columns of PySpark data frame — In this post, we will discuss the importance of encryption and show you how to encrypt and decrypt a data frame in PySpark. Encryption is a crucial aspect of data security, as it helps protect sensitive information from unauthorized access. By learning how to encrypt and decrypt data in PySpark…Data Science3 min readData Science3 min read
Mirankadri·7 hours agoScraping a dynamic website using Python and Selenium.Introduction Some time back I was given a task where I needed to collect data from a Spanish website for hotels bookings. We have a few of options when we come across these kind of tasks, Beautiful soup, Scrapy and selenium. Beautiful soup does not work well with dynamic websites, and…Data Science5 min readData Science5 min read
Jacob MarksinVoxel51·6 hours agoTunnel vision in computer vision: can ChatGPT see?In just two weeks, ChatGPT has taken a commanding hold of the public consciousness. More than a million people have “conversed” with OpenAI’s new chatbot, asking it to write poems and college essays, generate recipe ideas, build virtual machines, and oh so much more. It’s been used to write the…Data Science21 min readData Science21 min read
