Master the Skills That Top Companies Are Hiring For!
📍1. Learn Excel / Google Sheets Basic formulas & formatting VLOOKUP, Pivot Tables, Charts Data cleaning & conditional formatting
📍2. Master SQL SELECT, WHERE, ORDER BY JOINs (INNER, LEFT, RIGHT) GROUP BY, HAVING, LIMIT Subqueries, CTEs, Window Functions
📍3. Learn Data Visualization Tools Power BI / Tableau (choose one) Charts, filters, slicers Dashboards & storytelling
📍4. Get Comfortable with Statistics Mean, Median, Mode, Std Dev Probability basics A/B Testing, Hypothesis Testing Correlation & Regression
📍5. Learn Python for Data Analysis (Optional but Powerful) Pandas & NumPy for data handling Seaborn, Matplotlib for visuals Jupyter Notebooks for analysis
📍6. Data Cleaning & Wrangling Handle missing values Fix data types, remove duplicates Text processing & date formatting
📍7. Understand Business Metrics KPIs: Revenue, Churn, CAC, LTV Think like a business analyst Deliver actionable insights
📍8. Communication & Storytelling Present insights with clarity Simplify complex data Speak the language of stakeholders
📍9. Version Control (Git & GitHub) Track your projects Build a data portfolio Collaborate with the community
📍10. Interview & Resume Preparation Excel, SQL, case-based questions Mock interviews + real projects Resume with measurable achievements
Master the Skills That Top Companies Are Hiring For!
📍1. Learn Excel / Google Sheets Basic formulas & formatting VLOOKUP, Pivot Tables, Charts Data cleaning & conditional formatting
📍2. Master SQL SELECT, WHERE, ORDER BY JOINs (INNER, LEFT, RIGHT) GROUP BY, HAVING, LIMIT Subqueries, CTEs, Window Functions
📍3. Learn Data Visualization Tools Power BI / Tableau (choose one) Charts, filters, slicers Dashboards & storytelling
📍4. Get Comfortable with Statistics Mean, Median, Mode, Std Dev Probability basics A/B Testing, Hypothesis Testing Correlation & Regression
📍5. Learn Python for Data Analysis (Optional but Powerful) Pandas & NumPy for data handling Seaborn, Matplotlib for visuals Jupyter Notebooks for analysis
📍6. Data Cleaning & Wrangling Handle missing values Fix data types, remove duplicates Text processing & date formatting
📍7. Understand Business Metrics KPIs: Revenue, Churn, CAC, LTV Think like a business analyst Deliver actionable insights
📍8. Communication & Storytelling Present insights with clarity Simplify complex data Speak the language of stakeholders
📍9. Version Control (Git & GitHub) Track your projects Build a data portfolio Collaborate with the community
📍10. Interview & Resume Preparation Excel, SQL, case-based questions Mock interviews + real projects Resume with measurable achievements
✨React ❤️ for more
BY Python for Data Analysts
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Telegram has no known backdoors and, even though it is come in for criticism for using proprietary encryption methods instead of open-source ones, those have yet to be compromised. While no messaging app can guarantee a 100% impermeable defense against determined attackers, Telegram is vulnerabilities are few and either theoretical or based on spoof files fooling users into actively enabling an attack.
Should You Buy Bitcoin?
In general, many financial experts support their clients’ desire to buy cryptocurrency, but they don’t recommend it unless clients express interest. “The biggest concern for us is if someone wants to invest in crypto and the investment they choose doesn’t do well, and then all of a sudden they can’t send their kids to college,” says Ian Harvey, a certified financial planner (CFP) in New York City. “Then it wasn’t worth the risk.” The speculative nature of cryptocurrency leads some planners to recommend it for clients’ “side” investments. “Some call it a Vegas account,” says Scott Hammel, a CFP in Dallas. “Let’s keep this away from our real long-term perspective, make sure it doesn’t become too large a portion of your portfolio.” In a very real sense, Bitcoin is like a single stock, and advisors wouldn’t recommend putting a sizable part of your portfolio into any one company. At most, planners suggest putting no more than 1% to 10% into Bitcoin if you’re passionate about it. “If it was one stock, you would never allocate any significant portion of your portfolio to it,” Hammel says.
