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Data Analyst Vs Business Analyst Vs Data Engineer Vs BI Specialist

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  Data Science - Complete Track • Step 1 - Identify the business problem/value addition/question – ( Data Insights ) this has to be the starting point. • Step 2 - Data availability ( Data Governance ) - Have the structure of your data set defined – The real challenge starts here-                o Do we have the data?                o Do we have access to the required data? • Step 3 -Getting Data ( Data Mining / Data Pipeline ) – How to collect the data from different sources in the system • Step 4 - Data preparation (ETL / ELT) – Once you have data there will be lot of cleaning and preparation required, reduce/increase/combine/split the predictors, determine and eliminate outliers, populate missing values convert few categorical variables into numerical etc. • Step 5 –Exploratory Data Analysis (EDA) – In this step we do descriptive and diagnostic analysis of the existing data. We build multiple graphs that give us direction towards the next steps of predictive analytics. We migh
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Essentials You Need to Know Before Investing in Stocks

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  COMPANY FUNDAMENTALs information such as  PROFITABILITY, REVENUE, ASSETS, LIABILITIES, DEBT, AND GROWTH POTENTIAL are considered fundamentals COMPANY FINANCIALs CURRENT RATIO = CURRENT ASSETS / CURRENT LIABILITIES DEBT RATIO = TOTAL LIABILITIES / TOTAL ASSETS RETURN ON ASSETS RATIO = NET INCOME / TOTAL ASSETS RETURN ON EQUITY RATIO = NET INCOME / SHAREHOLDER’S EQUITY DIVIDEND YIELD RATIO = DIVIDEND PER SHARE / SHARE PRICE EPS = EARNINGS PER SHARE RATIO = NET EARNINGS / TOTAL SHARES OUTSTANDING PE = PRICE-EARNINGS RATIO = SHARE PRICE / EARNINGS PER SHARE COMPANY PAYOUTs DIVIDEND, BONUS, RIGHTS A payout is the share of profits that a listed company will pay its shareholders. If the payout set out in the company’s shareholder remuneration policy is 50%, the company will distribute half of its net profits among its shareholders.  A dividend is cash paid to shareholders for their share in the company's profits.  A share buyback and the subsequent cancellation of shares are w
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