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Showing posts from September, 2020

Connecting Business

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 Connecting Business - A Business Networking Event Date: 27 September 2020, Sunday Time flies! I believe in this statement and there is a need too. While you are facing all new kind of challenges in your business and you see around is the same situation. This may bring a flood of negative thoughts and depressive mindset. Not to worry! Here is the rescue. I believe there is a solution to each problem if there is a will to find it.  With this thought process, we decided to gather and initiate a discussion. So my team started to interact with all our clients and friends inviting them for this activity. Finally we gathered all on 27th September 2020 at 10:30 am and this event was named as Connecting Business. If you want to know what is Connecting Business, have a look at this video https://www.youtube.com/watch?v=cbdh1z9SsDM . We had participants from startups and businesses varying from food industry, manufacturing, digital marketing, software develpment, training, web hosting, pharma, h

Impact of outliers to the decision trees

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  Impact of outliers to the decision trees   What is an Outlier?       An outlier is an object that deviates significantly from the rest of the objects. They can be caused by measurement or execution error. The impact of outliers on the model is depend upon the type of model we are using. Different models have different impact of outliers on the accuracy. Impact on Decision Trees There are two conditions present in case of decision trees, Case 1 : Impact of outliers in predictor variables (continuous variable) Case 2 : Impact of outliers in target variables (continuous variable)   Note : In statistics, outliers will have a considerable effect only if it is present in a continuous (numerical) column. If there are some rare occurrences of a particular class in categorical variables then we have to consider them as anomalies or class imbalance and treat them accordingly. In case 1, there will be no impact almost certainly. In case 2, there might be some im

Search Engine Optimization

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  What is SEO? SEO stands for search engine optimization. Which is the art of ranking high on a search engine in the unpaid section, also known as the organic listings. SEO is the magic you have to work on your article in order to make Google very likely to include your post as one of the top results whenever someone searches for that keyword.   What goes into SEO?   Quality of traffic.  You can attract all the visitors in the world, but if they're coming to your site because Google tells them you're a resource for Apple computers when really you're a farmer selling apples, that is not quality traffic. Instead you want to attract visitors who are genuinely interested in products that you offer. Quantity of traffic.   Once you have the right people clicking through from those search engine results pages (SERPs), more traffic is better. Organic results . Ads make up a significant portion of many SERPs. Organi