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Supervised ML/AI Stock Prediction using Keras LSTM Models

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  (the image was created using Visme [1]). Introduction Stock markets are analyzed either technically or fundamentally [2]. Fundamental analysis studies supply and demand relationships that define the stock price at any given time.  Technical analysis uses specialized methods of predicting prices by analyzing past price patterns and levels.  T here are many techniques used to examine stock price lines and patterns [2]: bar or high/low/close charts moving averages trend lines channels cycles resistance and support planes corrections double tops and bottoms head and shoulders formation trading volume open interest.  Theere are numerous limitations of these techniques: moving averages responds to general trends only is not highly precise short-term moving averages can give false indications, especially in times of volatile prices Trend lines work best with sustained trends positioning of trend lines is subjective and takes practice trends must be established before they become recognizabl

LegalTech Law-as-a-Service (LaaS)

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  Acknowledgements Agile/Scrum Open-Source Cloud Service 3rd Party Tools Webinars  Portals Repositories EdTech LA = Legal Analytics Global Legal Market SWOT Analysis   (The Business Research) Entities: offices of lawyers, title abstract and settlement offices and offices of notaries Legal professionals: solicitors, barristers and lawyers Value $767.1 billion in 2021 CAGR of 5.4% since 2015 CAGR of 6.5% to $986.7 billion by 2023 Asian Industry Demand (40% of companies in the Fortune 500):  automobile, technology, oil and gas and e-commerce Emergence Of Alternative Legal Service Providers (ALSPs) linked to LA Market high-demand legal services such as document review, contract management, litigation support, electronic discovery, contract lawyers and staffing, legal research, and IP management  (from $10.7 billion in 2017 to $55 billion by 2025),  Big Four accounting firms – Deloitte, EY, KPMG, and PwC Legal Analytics (LA) Driven Digitalization (LexisNexis Surveys) 70% cost re

Start Your Shopify Business

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  Create your account Add products Manage inventory Create collections Add gift cards Edit your web storefront Manage orders Manage customers Review Analytics

How to Build a MarTech Stack from Scratch

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The Marketing Process A martech stack is the amalgamation of the following marketing tools and platforms:  Content management Marketing automation Customer relationship management (CRM) Web Analytics Digital advertising And much more. Prerequisites: Google Analytics with Tag Manager [1,2], Hubspot's free CRM platfrom [3], e-commerce platfrom Shopify [4], and the Wordpress website builder with SEO premium features [5] . DAM Metrics  Here are 5 different key performance indicators (KPIs) for measuring user adoption  for Digital Asset Management (DAM) success  [6]:  Number of Downloads Number of Uploads Login Frequency Asset Requests Web Traffic Customer Lifetime Value Customer lifetime value (CLV) is  the total worth to a business of a customer over the whole period of their relationship . It's an important metric as it costs less to keep existing customers than it does to acquire new ones, so increasing the value of your existing customers is a great way to drive growth [7].  C