DATA SCIENCE

Terminal ENVIRONMENT

Python
Anaconda
Jupyter Notebook
Visual Studio Code

LIBRARIES

Pandas
NumPy
Scikit Learn
Matplotlib
Seaborn
Plotly
Bokeh

BI TOOLS

Power BI
Tableau

VERSION CONTROL

GitHub

Google Cloud Integrate
Google Keyword
Google Cloud Learning
Google Skill Track
Trifacta Data Processing
Google Jump Start

DATA SCIENCE ON GOOGLE

Store

  1. Object storage of any sizes.
  2. Store any amount of data.
  3. Unlimited storage.
  4. Worldwide accessibility.
  5. Worldwide storage locations.
  6. Low latency.
  7. High durability.

Store

Serverless, highly scalable and cost effective multi cloud data warehouse designed for business agility.

API

Derive insights from your images in the cloud or at the edge with AutoML vision or use pre trained vision API models to detect emotion, understand text, and more.

API

Accurately convert speech into text using an API powered by Google’s AI technologies.

  1. Transcribe your content in real time or from stored files.
  2. Deliver a better user experienc in products through voice commands.
  3. Gain insights from customer interactions to improve your Service.

API

Dynamically translate between languages using Google Machine Learning. Translation enables organizations to dynamically translate between languages using Google’s pre trained Machine Learning models.

API

Derive insights from unstructured text using Google Machine Learning. Natural language uses Machine Learning to reveal the structure and meaning of text. You can extract information about people, places, and events, and better understand social media sentiment and customer conversations. Natural language enables you to analyze text and also integrate it with your document storage on cloud storage.

Prepare

Intelligent cloud data service for visually exploring, cleaning, and preparing structured and unstructured data for analysis, reporting, and machine learning. Because cloud dataprep is serverless and works at any scale, there is no infrastructure to deploy or manage. Ideal data transformation is suggested and predicted with each UI input, so you don’t have to write code.

Process

Unified stream and batch data processing that's serverless and fast.

Google Cloud Search
Google Vision AI
Google Text Analysis
Google Data Preprocessing

Explore

Easily acess, explore, visualize, analyze, monitor and transform data using python and SQL interactively. Use Jupyter Notebooks with Python, TensorFlow Machine Learning and Google Analytics, Google BigQuery and Google Charts APIs.

Gallery

Google chart tools are powerful, simple to use, and free. Rich gallery of interactive charts and data tools.

Code

Colaboratory or Colab allows you to write and execute Python in your browser

  1. Zero configuration required
  2. Free access to GPUs
  3. Easy sharing

Whether you're a student, a Data Scientist or an AI researcher, Colab can make your work easier.

The Jupyter Notebook

The Jupyter Notebook is an open source web application that allows you to create and share documents that contain live code, data visualizations, narrative text, data cleaning, data transformation, numerical simulations, statistical modeling and ,machine learning and much more.

Train Machine

Fully managed, end to end platform for Data Science and Machine Learning. New AI platform (unified) brings together AI platform, AutoML, and MLOps in one complete, cohesive platform.

Library

An end to end open source Machine Learning platform. The core library to develop and train ML models.

GOOGLE AI

Google Colab
Google ML Kit
TensorFlow
Google Open Source

GOOGLE MARKETING PLATFORM

Google Analytics
Google Data Studio
Google Tag Manager
Google Optimize
Google Surveys

Productivity

Kirankumar Yadav