I am pretty new to this subreddit, so please bear with me if I am not solely accustomed to the customs right here.

To offer you a little bit of background, I have been working within the advertising subject for the previous 5 years, primarily specializing in Pay-Per-Click on (PPC) campaigns. Just lately, I realized that my present place is coming to an finish. Whereas I am going to definitely miss sure facets of my job, I discover myself feeling excited concerning the potential alternatives.

Given my analytical nature and curiosity in uncovering traits, I’ve began contemplating a transition into information science. I’ve at all times discovered myself drawn in the direction of leveraging information to enhance marketing campaign efficiency, so it looks like a pure step. Finally, I am hoping to refine my expertise and acquire a deeper understanding of knowledge interpretation.

I’ve used GPT-4 to create a examine curriculum (which I’ve included under) and have a few questions for you:

1. Are you able to suggest any self-learning platforms that concentrate on project-based studying? I am significantly curious about constructing an attribution mannequin, creating buyer segments, predicting buyer churn, and so forth., however I am not sure the place to begin.
2. Does the examine timeline/order look cheap? I notice {that a} 12-week timeframe is perhaps formidable, however I am hoping to expedite my studying as soon as I can dedicate extra time to review.

Thanks for taking time to learn my publish.

**Week 1 – Week 2: SQL**
**Week 3 – Week 4: Knowledge Visualization and Communication**
**Week 5 – Week 6: Experimental Design and A/B Testing**
**Week 7 – Week 8: Machine LearningWeek 9: Buyer Segmentation**
**Week 10: Attribution Modeling and Advertising Combine Modeling**
**Week 11: Time Collection Evaluation**
**Week 12: Remaining Mission and Job Preparation**