A #startup is a temporary organization designed to search for a repeatable and scalable business model.

5. Impact on Growth. - Cash Flow for Growth: Determine if the job will generate enough cash flow to invest in growth opportunities, such as new technology, marketing, or expanding your team. - Skill and Market Positioning: Assess if the project will enhance your skills or market.

4. Legal Aspects. - Scope and Deliverables: Ensure the contract clearly defines the scope of work and deliverables. Vague terms can lead to scope creep, increasing your workload without additional compensation. - Deadlines and Penalties: Understand the deadlines and any.

3. Financial Terms. - Payment Schedules and Terms: Scrutinize the payment schedule. Are there upfront payments, milestone-based payments, or a lump sum at the end? Ensuring steady cash flow is crucial for your business’s financial health. - Additional Expenses: Identify any.

2. Time Commitment. - Opportunity Cost: Evaluate not just the time required but what you might be giving up. Are there other projects or opportunities that you could miss out on by committing to this job? Sometimes, the hidden costs are greater than the obvious ones. -.

Here's how you can evaluate temporary or contract job offers as an entrepreneur. 1. Assess Fit. - Strategic Alignment: Beyond fitting your expertise and goals, consider how the project aligns with your strategic vision. Does it position you in an emerging industry or trend? This.

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I'm absolutely loving @Replit! It's my favorite #DevTool of the month! ✨. Recently, I dove into a #MachineLearning project and was blown away by its incredibly flexible and reliable environment. Huge shoutout to the team behind it! 👏 What a fantastic experience! 👨‍💻.

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SHAP (SHapley Additive exPlanations) is a game-theoretic approach to explaining the output of any machine learning model. It connects optimal credit allocation with local explanations using the classic Shapley values from game theory and their related extensions.

For those who don't know what SHAP is, it's a framework that can explain why your #MachineLearning model gave that specific prediction and what features contributed to that output.

Here's a helpful tip for anyone using #SHAP (SHapley Additive exPlanations):. If you're trying to use `shap.summary_plot(shap_values, X_train_tfidf_dense, plot_type="bar")` for a multiclass summary, and it keeps showing a dotted interaction plot regardless of the plot type you

I just discovered a hidden gem today: a good product for #server management and #deployment built with @laravelphp, and it's #OpenSource!. Why I didn't know about this before?! Thanks @saeed_vz.

My all time high record, longest one shot walk in life! 🫡🎉 31 Km, 36K steps, 1,700 active calories, 6 hrs #fitness #mindfulness