Data Analytics & AI | SQL Interviews | Power BI Resources

Any person learning deep learning or artificial intelligence in particular, know that there are ultimately two paths that they can go: 1. Computer vision 2. Natural language processing. I outlined a roadmap for computer vision I believe many beginners will find helpful. Artificial Intelligence

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Data visualization tools Data visualization tools provide you with an easier way to create visual representations of large data sets. When dealing with data sets that include bunches of data points, automating the process of creating a visualization, at least in part, makes your job significantly easier. The best data visualization tools on the market should have one important thing in common. It is their ease of use. The best tools can also handle huge sets of data. And the last but not least, they can output an array of different chart, graph, and map types. There are hundreds, of applications, tools, and scripts available to create visualizations of large data sets. Many are very basic and have a lot of overlapping features. - Tableau (and Tableau Public Hundreds of data import options. Mapping capability. Free public version available. Lots of video tutorials to walk you through how to use Tableau. - Infogram Tiered pricing, including a free plan with basic features. Includes 35+ chart types and 550+ map types. Drag and drop editor. API for importing additional data sources. - ChartBlocks Free and reasonably priced paid plans are available. Easy to use wizard for importing the necessary data. - Datawrapper Specifically designed for newsroom data visualization. Free plan is a good fit for smaller sites. Tool includes a built-in color blindness checker. - D3.js A JavaScript library for manipulating documents using data. Very powerful and customizable. Huge number of chart types possible. A focus on web standards. Tools available to let non-programmers create visualizations. Free and open source. - Looker Studio (Google Data Studio) Free data visualization tool that is specifically for creating interactive charts for embedding online. Easily access a wide variety of data. - FusionCharts A JavaScript-based option for creating web and mobile dashboards. Huge number of chart and map format options. More features than most other visualization tools. Integrates with a number of different frameworks and programming languages. - Chart.js A simple but flexible JavaScript charting library. Free and open source. Responsive and cross-browser compatible output. - Grafana Open source, with free and paid options available. Large selection of data sources available. Variety of chart types available. Makes creating dynamic dashboards simple. Can work with mixed data feeds.