Data Science/Complete Project Life Cycle

Detailed Tour with Step by Step Explanation [2021]

Written by Jyosmitha Munnangi & Reviewed by Yogesh Kothiya

Source

Any project starts with a well-defined problem statement (like forecast the sales of an X item present in its inventory in the coming month or the cause of customer churn) or a not well-defined problem (like how to increase sales of a product).

Data science enables us to solve this business problem with a series of well-defined steps. Generally, these are the steps we mostly follow to solve a business problem. …

Data Science/Job Roles & Responsibilities

360° perspective of Data Science

Written by Jyosmitha Munnangi & Reviewed by Yogesh Kothiya

Source

Are you a person who is planning to switch into the field of Analytics but confused about what roles you wanted to pursue your career in? Well, you are at the right place. This article is targeted at a newbie audience who are planning to make a move into this field. We have collated the different roles in Data science and analytics, the skill sets required for the role, and the nature of the work the respective role does. …

By Abhilash Majumder

Kaggle

Data Science is a field that is evolving rapidly with frameworks, libraries, and sophisticated toolkits being released frequently. To keep up with this ever-changing field of research and development, there is no other place than Kaggle to hone your skills. From industrial-strength machine learning and AI to cutting edge research, Kaggle is a one-stop-shop which contains all the resources from notebooks, datasets, competitions, exclusive kernels, and ample scopes to learn through community discussions.

Highest accuracy AI solutions. Implemented at scale in Financial Services, Telecom, Energy, Security, and Defense.

By Vineet Nandan Gupta, Yogesh Kothiya

Fraud Detection

In this podcast, we spoke with Kedar Kulkarni, CEO of HyperVerge a company that began in 2014 as a Consumer AI product company that went for a crowdfunding campaign but managed to raise a few million dollars in funding. When they were two months away from the launch of the product Google Photos came in and essentially made the product being developed by them useless. …

CHATBOT/Architecture

An overview of the architecture of the conversational AI-based chatbot

Written by Rashmi Metri & Reviewed by Yogesh Kothiya

With the advent of chatbots; customer support, marketing, and lead generations of the world have reformed. Paying a credit card bill, claiming insurance, or booking a table at your favorite restaurant has never been this easy! Chatbots have revolutionized communication!

PROGRAMMING LANGUAGE/PYTHON/Key Features

Attributes that will make you fall in ❤️ with language

Written by Shouhaddo Paul & Reviewed by Yogesh Kothiya

Features of Python

Python provides many useful features which make it popular and valuable from the other programming languages. Python programming language is not young by any means. While it’s not quite as old as some of the other languages, it’s still been around for longer than most people think. It was first released in 1991, and, though it has changed considerably over the years, it’s still used for the same things it was back then.

Python has become hugely popular and even today there are thousands who are learning this Object-Oriented Programming language…

PROGRAMMING LANGUAGE/PYTHON/CAREER opportunities

Career Guide To Python Programming — Scope, Salary, Roles, Jobs

Written by Shouhaddo Paul & Reviewed by Yogesh Kothiya

Python job opportunities

Python is not only one of the most popular programming languages across the globe, but it is one that offers the most promising career opportunities as well.

Learning Python has gone mainstream. If you haven’t noticed, hundreds of today’s most successful tech companies are using Python, including Instagram, Netflix, Reddit, Lyft, Google, and Spotify. But it’s also being used at the New York Times, Bloomberg, and even at your local bank.

Chatbot/Introduction

The Complete Beginner’s Guide of Conversational AI

Written by Rashmi Metri & Reviewed by Yogesh Kothiya

“Hey Alexa, what is the weather like today?” , “Ola Siri, What time is it? “, “Hey Food Genie, can you book a table for me at Olive’s Kitchen at 7 PM today”, “Ok Google, am I your best friend?!”

Oh! Come on, we know all of us have done the last one at least! ;-) But the question here is who are we talking to? Who is responding to us? Where and how did it come into existence? What is under the hood? And why is everyone talking about it?

Programming Language/Python/Introduction

Learn Python through our non-technical introduction.

Written by Shouhaddo Paul & Reviewed by Yogesh Kothiya

What is Python?

Python is an interpreted, object-oriented, high-level programming language with dynamic semantics. It is high-level built-in data structures, combined with dynamic typing and dynamic binding, make it very attractive for Rapid Application Development, as well as for use as a scripting or glue language to connect existing components together.

Python’s simple, easy to learn syntax emphasizes readability and therefore reduces the cost of program maintenance.

Python supports modules and packages, which encourages program modularity and code reuse. …

List of Researchers and Innovators who made Deep Learning mainstream in the industry

By Ekta Shah

Deep Learning has transformed the entire landscape of technology and applications in recent years. You will see a large number of deep learning applications around you — face recognition, image classification, spam/nonspam email classification, chatbots, digital assistants, stock prediction, and last but not the least, tonnes of applications through OpenAI’s GPT3 model. These applications have helped alleviate human intervention. They are intelligent systems developed for higher-level analysis.

There exist a set of people in this world who have been instrumental in deep learning research. We have a lot to learn from them. If you are interested in…

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