Web mining software tools

As data mining software, it offers great data mining algorithms which can help you glean insights, work out predictions and make effective use of Oracle data and investment. With the help of ODM, it is possible to work out predictive models within the Oracle database so that you can easily predict customer behavior, focus on your specific set of customers and evolve customer profiles. You can also discover opportunities in terms of cross-selling and find out discrepancies and prospects of fraud.

Using SQL data mining functions, it is possible to mine data tables and views, star schema data including transactional data, aggregations, unstructured data i. Tableau is one of the most efficient and quickly growing data visualization tools employed in the business intelligence industry. It is lightening quick when it comes to data analysis.

You can get the data visualizations in the form of dashboards and worksheets. Any employee at any level in the company can interpret the data that you create with the help of Tableau. It is possible even for a non-technical user to work out a customized dashboard. Web Scraper Chrome Extension is one of the most useful tools for scraping web data. With the help of this tool, you can work out a sitemap or a plan regarding the navigation of a website. Once that is done, web scrape chrome extension will follow the given navigation and extract the data.

When it comes to web scraping extensions, there are many that you can find in Chrome. However, this is the one that may the ideal one. Weka is a collection of machine learning algorithms for data mining tasks. It contains tools for data preparation, classification, regression, clustering, association rules mining, and visualization. Weka was primarily designed as a tool for analyzing data from agricultural domains, but the more recent fully Java-based version Weka 3 , for which development started in , is now used in many different application areas, in particular for educational purposes and research.

We live in a world defined by e-commerce, e-governance, e-market, e-finance, e-learning, and e-banking etc. Processes have anyway gone online and hence the live contact and human interaction have gone down. However, it is imperative for a business to keep tracking how customers feel and how they behave.

Therefore, intelligent marketing strategies and CRM are the need of the hour. Web mining tools serve as the same for discovering insights and models to improve business further. There are various reasons why web mining crucial for the growth of business. A few of them are discussed below:. You need to keep tracking how your website is doing. You would naturally want to know from where the user arrived at your website, what they did and whether or not they converted. In addition, you would want to know a lot of additional and miscellaneous details.

This is where web mining tools come into play. They can enable you to extract the data and discover insights and connections related to the aspects of your website traffic quite easily! The world of business has gone to the next level of competition. The competition actually defines the rules of the game in e-commerce etc.

You would definitely want to keep track of how your competition is going about things. You would want to carry out competitive analysis, identify strengths and weaknesses of your competition and work out the more effective marketing strategies for your products and services. Web mining tools can also help you if you wish to extract web data from analytics providers, market research firms, business directories, industry blogs, news sites, e-commerce websites etc.

Your website is your online presence in the digital space. Users eventually look at your website to judge how good you are in your business. So it is crucial that you keep looking for ways to improve your website. If you want to check website usability, loading time, accelerate mobile pages, all you need a robust web mining tool.

With the help of tools listed in this article, you can keep improving your website and enhance your online presence on a continuous basis! Today, the businesses which do well are invariably businesses which leverage business intelligence. They have access to data and analyze it to the minutest of details to glean business insights to propel their business to the next level.

If you are interested in making a career in the Data Science domain, our month in-person Postgraduate Certificate Diploma in Data Science course can help you immensely in becoming a successful Data Science professional. Upgrade your inbox with our curated newsletters once every month.

We appreciate your support and will make sure to keep your subscription worthwhile. As per the latest data by catalyst, women are only 5. Women constitute a low percentage of student intake in most of our premier engineering colleges.

A quick check of the top 10 engineering colleges in India based on NIRF ranking shows a similar low female participation. Women were the pioneers in computing and made significant contributions to the field. History is written by the winners, or, in this case, predominantly males, and much of this contribution was left unattributed for decades.

Lower female participation in AI has unintended negative consequences to making the future more biased. India has among the lowest female workforce participation in the world! According to World Bank data, a mere Alarmingly, this percentage has been falling since , and initial reports by agencies including Oxfam and TrustRadius suggest the COVID pandemic has further negatively impacted this trend in India.

This is compounded by the unequal workload distribution at home as well as the role as the primary caregiver. The challenges are more difficult for women looking to return from a career break — for multiple reasons, including marriage, maternity, spouse travel to a forging country where they did not have a work visa, taking care of elderly family members. Over the last few months, as hiring has resumed post-COVID, it has been heartening to see many companies ask us for focused hiring of women to improve the demographic mix of employees.

Returning to work has been a difficult transition for many. And, experiences with many of our female students had reinforced the message that it is unlikely to be smooth. Here are a few things that can help make the process less difficult: 1.

Ask your network for help Many people make the process of getting back to work personal and do not involve the vast networks that know and trust them. Reach out and make it known you are back in the job market.

The kindness of strangers and your network often springs a pleasant surprise! Understand the work culture, check your fit and possibly even get a job referral. Reaching out to hiring managers and recruitment personnel in your target companies helps bring you to their attention. Apply at the companies that have getting back to work webpages Many companies have specific web pages for women returning to work. I have listed out some of them to help you get an idea.

Build skills and get certifications in areas of interest Look at re-skilling yourself into an area of interest.

Thanks to MOOCs and the booming EdTech sector, there are plentiful ways to gain more skills and certifications in areas of interest. Add them to your resume to make you stand out.

Also, add projects, and any other work done by you, to help to distinguish you from the applicant pool. Keep the faith! Oracle Data Mining is a data mining software by Oracle. Oracle Data Mining is implemented in the Oracle Database kernel, and mining models are first-class database objects. Oracle Data Mining processes use built-in features of Oracle Database to maximize scalability and make efficient use of system resources.

Tableau offers a family of interactive data visualization products focused on business intelligence. Tableau allows instantaneous insight by transforming data into visually appealing, interactive visualizations called dashboards. This process takes only seconds or minutes rather than months or years and is achieved through the use of an easy-to-use, drag-and-drop interface. Scrapy is an open-source framework for collecting data from websites.

It is written in Python and you can write the rules to extract web data. In the HITS algorithm, the first step is to retrieve the most relevant pages to the search query.

This set is called the root set and can be obtained by taking the top pages returned by a text-based search algorithm. A base set is generated by augmenting the root set with all the web pages that are linked from it and some of the pages that link to it. The web pages in the base set and all hyperlinks among those pages form a focused subgraph.

PageRank is a link analysis algorithm and it assigns a numerical weighting to each element of a hyperlinked set of documents, such as the World Wide Web, with the purpose of "measuring" its relative importance within the set.

The algorithm may be applied to any collection of entities with reciprocal quotations and references. Data Service. Octoparse Enterprise. Template Marketplace. Higher Education. Octoparse Handbook.