Chawla

Modelbit is entirely driven by git. Thus, whenever you push a model for deployment, it internally maintains the deployment as a git repository.Git-based deployment (Image by author)Being supported by git, it natively provides all advantages of version control for your deployments, models, and datasets.What’s more, you can clone into the remote git repository from your local machine and execute all git commands like git pull, git push, or performing branching, etc.Connect to Modelbit git repoTo access the Modelbit git…

Mumbai-based fintech startup Fundly.ai on Sunday said it has raised $3 million in a seed funding round, led by Accel. Other investors in the round included Multiply Ventures and other angel investors. The pharma supply chain startup that services retailers and distributors also financially equips them to manage better cash flows and increase their margins. The company, currently present in southern and western Indian markets, wants to focus on growing in its existing markets, Fundly.ai founder Amit Chawla told ET. Founded…

Notebooks to beautiful web apps in no timePhoto by NASA on UnsplashEffective communication is pivotal in all data-driven projects. Data professionals often need to communicate their findings and insights to stakeholders, including business leaders, technical teams, and other data scientists.While traditional methods of communicating data insights, such as PowerPoint presentations and static reports are widely preferred, they are often time-consuming to create.What’s more, these services require one to leave the comfort of…

Deploy machine learning models in one line of codePhoto by Roman Synkevych 🇺🇦 on UnsplashAmidst this AI revolution, building intelligent systems at scale has been of great interest lately to countless organizations.While plenty of time and energy is being actively spent in training large machine learning models, taking these models to production and maintaining them is a task of its own.This, in some cases, may even require specialized teams.And while more and more organizations are resorting to artificial intelligence…

Effortless data deduplication at scale.Photo by Sangga Rima Roman Selia on UnsplashIn today’s data-driven world, the importance of high-quality data to build quality systems cannot be overstated.The availability of reliable data is highly critical for teams to make informed decisions, develop effective strategies, and gain valuable insights.However, at times, the quality of this data gets compromised by various factors, one of which is the presence of fuzzy duplicates.A set of records are fuzzy duplicates when they look…

Reading The Haunting of Delhi City, a collection of nine short stories by true “Dilliwalas” Jatin Bhasin and Suparna Chawla Bhasin, is like being taken on a tour of the city’s eerie spots and becoming acquainted with its many tales of the supernatural. Some of these might be true in that they are the stuff of neighbourhood whispers; others might have emerged from the fertile imagination of the authors. Either way, the reader is in for some chills. A deserted view of Connaught Place in New Delhi. (Arvind Yadav…

With a bonus tipPhoto by Sigmund on UnsplashJupyter Notebook is one of the most sought-after IDEs for almost all Python-oriented programming tasks such as data science, machine learning, scientific computing, and many more.Its interactive coding capabilities make it the go-to tool not only for beginners but experts as well.Yet, despite its widespread usage, many of its users do not use it to its full potential.As a result, they tend to use Jupyter using its default interface/capabilities, which, in my opinion, can be…

Better alternatives to scatter, bar, and line plots.Photo by Jim Wilson on UnsplashIf you have ever visualized your data (which I am sure you have), the first plot type that possibly came to your mind was either a scatter, bar, or line plot.To recall quickly, these are shown below:Scatter, Bar, and Line plot illustration (Image by Author)While these plots do cover a wide variety of visualization use cases, I have seen many data scientists using them excessively in every possible place.Although they are simple and easy to…

Paytm Payments Bank has appointed Surinder Chawla as managing director and CEO, Paytm’s parent entity One 97 Communications said in a regulatory filing on Sunday. He replaces Deependra Singh Rathore, who was made interim CEO after Satish Kumar Gupta retired in October 2022. Chawla joins from RBL Bank, where – as head of branch banking - he had focused on expanding its current account, savings account (CASA) base, fee revenue and cross-selling across channels. The payments bank has received approval from the Reserve Bank…

Content Moderation Made SimplePhoto by Oosman Exptal. on Unsplash· Motivation· Content Moderation in Audio Files· Results· ConclusionUser-generated content is screened and monitored by an online platform based on rules and policies relevant to that platform.To put it another way, when a user submits content to a website, it typically goes through a screening process (also called the moderation process) to ensure that it adheres to the website’s rules, and is not inappropriate, harassing, illegal, etc.When texts are…