Archives for Google Colab

06 May

Databricks Announces Its General Availability On Google Cloud

Databricks recently announced its general availability on Google Cloud. The initiative can be said as a jointly developed service that combines an open Lakehouse platform with an open cloud.   Databricks on Google Cloud, a jointly-developed service that allows data teams (data engineering, data science, analytics, and ML professionals) to store data in a simple, open…

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03 Mar

Explained: How To Access JupyterLab On Google Colab

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image-20485

Integrated Development Environments (IDEs) have emerged as one of the fundamental tools in the software development process. IDEs give developers flexibility by integrating various platforms and different processes. According to the Data Science Skills Study 2020 by AIM, of all the IDEs, Jupyter Notebook is the most preferred among data scientists and practitioners. JupyterLab is…

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20 Feb

How To Run A Development Server For Flask Web Applications Using Google Colab

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image-20159

A lot of people know how to build ML models, but surprisingly few are comfortable with the deployment process. Deploying models is a necessary skill in the industry, and the first step of deployment is running our ML models on the web during development for demos and testing. This can be done using a simple…

The post How To Run A Development Server For Flask Web Applications Using Google Colab appeared first on Analytics India Magazine.

08 Jan

The Best ML Notebooks And Infrastructure Tools For Data Scientists

Machine learning or data science notebooks have become an integral tool for data scientists across the world. Notebooks are highly-interactive multi-purpose tools that not only let you write and execute code but, at the same time, analyse intermediate results to gain insights (using tables or visualisations) while working on a project. Below is our list…

The post The Best ML Notebooks And Infrastructure Tools For Data Scientists appeared first on Analytics India Magazine.

16 Apr

5 Google Colab Hacks One Should Be Aware Of

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image-11962

Google Colab has been a boon to the data science community since it allows users to work with large datasets of machine learning or deep learning algorithms on their own machines, without relying on an upgrade, which can be a costly affair. With several pre-installed libraries and the availability of GPU and TPU options, it…

The post 5 Google Colab Hacks One Should Be Aware Of appeared first on Analytics India Magazine.

14 Apr

A Beginner’s Guide To Using Google Colab

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image-11907

We are all familiar with the pop-up alerts of ‘memory-error’ while trying to work with a large dataset of machine learning (ML) or deep learning algorithms on Jupyter notebooks. On top of that, owning a decent GPU from an existing cloud provider has remained out of bounds due to the financial investment it entails. The…

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11 Feb

Why Google Decided To Launch A Paid Colab Pro

Two years ago, Google gifted the machine learning developers with its tool, Collaboratory, that gave access to GPUs and TPUs, with a free service, so far. Although Colab can’t be used for full-length projects, it did the job for beginners and mid-level practitioners. Today, Google released Colab Pro, priced at 9.99$ per month. Key features…

The post Why Google Decided To Launch A Paid Colab Pro appeared first on Analytics India Magazine.

10 Jul

Google CoLab Vs Azure Notebooks: Which One Should You Prefer?

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image-5694

Both Google CoLab and Azure Notebooks provide a flexible environment for developers to work on. They are very close to each other in terms of characteristics and can often be tricky to pick one. Here is a detailed comparison between the two which has been done on the basis of speed, computing power, memory and…

The post Google CoLab Vs Azure Notebooks: Which One Should You Prefer? appeared first on Analytics India Magazine.

07 Mar

Here’s How Google Colaboratory Can Be Your Free GPU For Deep Learning

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image-3101

Recent trends in popularity of Data Science have kindled enormous research interests in data driven decision making. Researchers from industry as well as academia have expressed intense concern to propose and pursue novel techniques to address real time problems. As a result, everyone is keen to adopt the best methodology to design a credible approach…

The post Here’s How Google Colaboratory Can Be Your Free GPU For Deep Learning appeared first on Analytics India Magazine.