Tech Tips for Life: 5 Key Tips To Optimize Feature Engineering

Feature Engineering is a crucial step in Data Collection to enhance the accuracy of Machine Learning models. Today, we invite a Data Scientist from SCB TechX…

Tech Tips for Life: Classification Problems easily with KNN

Machine Learning revolves around Classification Problems, where the goal is to categorize things accurately. The more precise a model is at classifying, the better it can predict outcomes…

Tech Tips for Life: 5 Tips to Accelerate Business Data Queries

In today’s dynamic business environment, harnessing the power of data is essential. But how do we ensure that querying large datasets is both swift and cost-effective for seamless utilization? Today, Khun Jackpot, Pongsakorn Tangchitwilaikun, a Data Engineer at SCB TechX…

Tech Tips for Life: Explainable AI with LIME

Presently, data analysis models are complex, leading to intricate and less interpretable outcomes. For instance, Deep Learning models accurately predict lung cancer from images but lack a rationale for diagnosis…

Tech Tips for Life: What is A/B Testing?

How is A/B Testing beneficial to your business? Today, Khun. Rubina Rattanaruangsup, Data Science Business Analyst from SCB TechX, will summarize and recommend the steps and usage for you. A/B Testing is an experiment where we analyze which option works better, with different groups of people that must be similar in behavior and characteristics. A/B Testing is a powerful tool for marketing, product development, and user experience optimization. Conducting a test starts with understanding what to improve, constructing a hypothesis, creating variables, running the test, analyzing the results, and deploying the winning changes. Here is an example of making assumptions and variables, an E-commerce company aims to enhance its conversion rates. The team observed a significant number of customers dropping off during the final stage of their purchase. So, they want to change the placement of the shipping cost display by giving Control Group as “Option A” where the cost is shown at the checkout, and “Option B” where the cost is shown immediately after selecting products that’s all. However, A/B testing comes with certain challenges, especially when the hypothesis is unclear or when there are too many testing elements simultaneously. For more details, we will share them with you next time please stay tuned. ????   Lastly, SCB TechX is ready to provide any organization with professional advice, technology solutions, and comprehensive Data Platform services through TechX Data Platform. If you are interested, please feel free to contact us at contact@scbtechx.ioOr visit us for more details at https://bit.ly/3QjtHgl

Tech Tips for Life: Personalized Product Recommendations

All individuals are different and like different things, marketing for Personalized Product Recommendations delivers superior customer experiences while securing business competitive advantages. If anyone would like to make it work, you have come to the right place. Khun JJ Weerawan Sakdajivacharoen, Senior Data Scientist from SCB TechX, will summarize the easy tips for you here…

Tech Tips for Life: Where should we start to improve Data Quality?

Today, we would like to invite a Data Engineer from SCB TechX, Khun Nat Jessada Weeradetkumpon,
to recommend 6 checklists that should be considered before improving Data Quality…

Tech Tips for Life: Generate Operation Report with Power BI Report Builder

Sometimes using just one page of data visualization or summary dashboard may not cover all details for further usage. If you require a lot more or need to export data into an Excel or PDF file, you have come to the right place…

Tech Tips for Life: Real-Time Analytics and Its Impact on Decision-Making

Data is the footprint we create and interact with every day. The time to disregard this data has long passed; the significance of real-time data cannot be ignored. Now, let’s understand real-time data and analytics from Khun Rubina, Data Science Business Analyst, SCB TechX…

Tech Tips for Life: How to Find Customer Lifetime Value

More and more companies are basing their business decisions, strategies, and actions on customer-centric approaches. How much should we spend to acquire customers? Who is more likely to churn? What can be optimized?

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