초보자를 위한 Multi-Touch 마케팅 기여 분석

Louis David FR 인증된 학습자

★ 5 · 23.07.2026

Cartographier le parcours client sur plusieurs canaux est enfin devenu clair, même sans cookies tiers.

Lê Văn Quang VN 인증된 학습자

★ 5 · 17.07.2026

Mình vốn không rành về marketing đa kênh nhưng khóa học này giải thích rất dễ hiểu về attribution multi-touch. Cách giảng viên trình bày từng bước, từ đo lường ROI chiến dịch đến vẽ ra hành trình khách hàng qua nhiều kênh, giúp mình hình dung rõ ràng hơn nhiều. Các ví dụ thực tế đi kèm số liệu cụ thể khiến bài học không bị khô khan. Tốc độ giảng vừa phải, không quá nhanh cũng không lê thê. Sau khi học xong mình đã áp dụng ngay vào báo cáo marketing của công ty và thấy hiệu quả rõ rệt.

Jaco van der Walt ZA

★ 5 · 16.07.2026

This course does a great job breaking down a topic that sounds intimidating at first. Multi-touch attribution always felt like something only data scientists understood, but the lessons here walk you through measuring campaign ROI and mapping customer journeys in a way that actually sticks. I especially appreciated the comparison between different attribution models since I'd never seen them laid out side by side before. The examples use realistic marketing scenarios rather than vague hypotheticals, which made it easier to picture applying this to my own campaigns. Pacing is comfortable, not rushed, and each module builds naturally on the last. Would happily point a junior marketer to this as a starting point.

Abigail Dubois CA

★ 5 · 13.07.2026

Clear, practical breakdown of how to actually map customer touchpoints across channels instead of just guessing at last-click.

박서연 KR 인증된 학습자

★ 5 · 08.07.2026

멀티터치 어트리뷰션 개념이 확 잡혔어요

Sari Indah ID 인증된 학습자

★ 5 · 04.07.2026

Penjelasan tentang cara memetakan customer journey lintas kanal sangat mudah diikuti bahkan buat pemula seperti saya.

Kabir Mehra SG

★ 5 · 01.07.2026

I signed up mostly out of curiosity about how attribution models actually work under the hood, and this course delivered way more than expected. The section on measuring campaign ROI across channels finally made the difference between first-touch, last-touch and linear models click for me. What I liked most is that every concept comes with a concrete example, so it never feels like abstract theory. The pacing is steady, nothing drags, and the instructor explains terms before throwing them at you. By the end I had a rough attribution model sketched out for my own small campaigns. Genuinely useful if you've ever felt lost staring at a marketing dashboard.

Ricardo Peña PE 인증된 학습자

★ 5 · 29.06.2026

मुझे मल्टी-टच अट्रिब्यूशन के बारे में पहले कुछ खास समझ नहीं थी, लेकिन इस कोर्स ने बहुत आसान भाषा में सब कुछ समझा दिया। कैंपेन का ROI कैसे मापें और अलग-अलग चैनलों पर कस्टमर जर्नी कैसे मैप करें, यह हिस्सा सबसे उपयोगी लगा। उदाहरण असली जैसे थे, इसलिए समझने में मजा आया। हर वीडियो छोटा और फोकस्ड था, तो बोरियत नहीं हुई। अब मैं अपने खुद के कैंपेन डेटा पर यह तरीका आजमा रही हूं।

İbrahim Kurt TR 인증된 학습자

★ 5 · 29.06.2026

Çoklu dokunuşlu atıf modellerini bu kadar anlaşılır anlatan başka bir kaynak görmedim.

Marco Rossi IT

★ 5 · 20.06.2026

Questo corso mi ha finalmente chiarito come funziona l'attribuzione multi-touch, un argomento che prima mi sembrava incomprensibile. Le spiegazioni su come mappare il customer journey attraverso i vari canali sono semplici e dirette, con esempi pratici che si possono applicare subito. Ottimo punto di partenza per chi vuole davvero misurare il ROI delle proprie campagne.

Krzysztof Wójcik PL 인증된 학습자

★ 5 · 08.06.2026

Świetnie tłumaczy, jak mapować ścieżkę klienta na wielu kanałach zamiast polegać tylko na ostatnim kliknięciu.

Cemile Karaca TR 인증된 학습자

★ 5 · 08.06.2026

Kampanya ROI'sini ölçmeyi hiç bu kadar net anlamamıştım, kurs adım adım ilerliyor ve karmaşık terimleri basitleştiriyor. Farklı kanallardaki müşteri yolculuğunu haritalamayı öğrenmek işime gerçekten yaradı. Yeni başlayanlar için mükemmel bir giriş.

Zara Mohammed NG 인증된 학습자

★ 5 · 06.06.2026

I've always struggled to explain multi-touch attribution to stakeholders, and this course finally gave me the vocabulary and framework to do it properly. The walkthrough of mapping journeys across channels was especially useful since most tutorials just gloss over that part. Solid pacing too, nothing feels rushed.

Carlos Eduardo López CO

★ 5 · 06.06.2026

Por fin entiendo cómo repartir el mérito de una conversión entre los distintos puntos de contacto. La parte sobre medir el ROI sin depender de cookies de terceros llega justo a tiempo con todo el tema de privacidad. Lo apliqué a mis campañas y ahora tomo decisiones con datos de verdad.

রুমানা ইয়াসমিন BD 인증된 학습자

★ 5 · 02.06.2026

একদম নতুনদের জন্য দারুণ কোর্স

Lorenzo Conti IT 인증된 학습자

★ 5 · 01.06.2026

Spiegazione chiarissima dei modelli di attribuzione, perfetta per chi come me partiva da zero con il marketing multicanale.

Fajar Nugraha ID 인증된 학습자

★ 5 · 30.05.2026

Awalnya saya bingung soal atribusi multi-touch, tapi kursus ini menjelaskannya selangkah demi selangkah dengan contoh yang relevan. Bagian tentang mengukur ROI kampanye benar-benar membuka wawasan baru buat saya. Materinya ringkas tapi tetap padat informasi.

Muhammad bin Ahmad MY 인증된 학습자

★ 5 · 28.05.2026

Kursus ini menerangkan cara mengukur ROI kampanye dengan sangat jelas, tanpa terlalu banyak jargon teknikal. Bahagian tentang memetakan perjalanan pelanggan merentasi pelbagai saluran memang paling berguna untuk saya sebagai pemula. Penyampaiannya santai tapi tetap tersusun.

山本 恵子 JP 인증된 학습자

★ 5 · 25.05.2026

複数チャネルの分析がすごく分かりやすい