AI-Assisted Data Analysis: SQL and Report Automation — WalkSelf
4.5 (15) ⏱ 2h 30m 📚 25 lessons 🎧 Audio version

AI-Assisted Data Analysis: SQL and Report Automation

Boost your data analysis skills by learning how to write SQL queries, automate reports, and apply modern prompt engineering techniques using AI tools.

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About this course

Data analysis is evolving, and artificial intelligence is changing how professionals extract insights from data. Whether you are struggling with complex database queries or spending hours on routine reports, AI can drastically accelerate your workflow. This text-based course teaches you how to integrate neural networks and large language models into your daily analytical tasks. You will start with the fundamental concepts of AI in data science, moving step-by-step into practical applications like generating SQL code and automating data processing. What you'll learn: • Understand the core terminology and basic concepts of AI and large language models. • Apply fundamental prompt engineering techniques to provide accurate database schema context. • Write, optimize, and debug SQL queries efficiently using AI assistance. • Automate routine data reporting and formatting workflows. • Practice generating Python code for modern dataframe manipulation to clean and analyze datasets. The curriculum guides you through written explanations and practical code examples, beginning with foundational AI concepts and advancing to realistic data scenarios. You will read through structured exercises that teach you how to communicate effectively with AI tools to solve common analytical problems. Designed for beginners, aspiring data analysts, and professionals looking to modernize their skill set, this course requires no prior experience with artificial intelligence or advanced programming. Start reading today to transform your data analysis workflow with the power of AI.

What you'll get

  • 📜 Certificate of completion
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  • 💬 Personal AI tutor
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  • 📱 Phone or computer
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  • 💸 14-day refund
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  • Short & focused
    2h 30m of practical content

Reviews (15)

Jefri Al Buchori ID Verified learner
★ 5 · July 25, 2026

Sangat membantu otomatisasi laporan SQL.

ชูชาติ ใจกล้า TH
★ 5 · July 25, 2026

เรียนแล้วเขียน SQL เร็วขึ้นมาก

Tom Schmit LU Verified learner
★ 4 · July 21, 2026

J'ai suivi ce cours pour automatiser des rapports que je refaisais chaque lundi à la main. Les modules sur l'écriture de requêtes SQL assistée par IA sont clairs et vont droit au but. Le seul bémol, c'est que la partie sur les tableaux de bord aurait mérité un peu plus de profondeur.

Adriana Lima BR Verified learner
★ 5 · July 19, 2026

Trabalho com análise de dados há uns três anos e sempre passava horas ajustando consultas SQL na mão. Esse curso mostra como usar IA para escrever e revisar queries mais rápido, o que já mudou bastante minha rotina. A parte de automação de relatórios é o ponto alto, com exemplos que dá pra copiar e adaptar direto no trabalho. As explicações são bem diretas, sem enrolação, e cada aula resolve um problema específico. Terminei o curso conseguindo montar um relatório automático que antes levava uma tarde inteira. Recomendo assistir com o editor de SQL aberto ao lado para ir testando junto.

Anna Müller CH
★ 4 · July 19, 2026

Als Datenanalyst nutze ich SQL täglich, aber die Automatisierung von wiederkehrenden Reports hat mich immer Zeit gekostet. Der Kurs zeigt gut, wie man mit KI-Unterstützung Abfragen schneller schreibt und Berichte automatisch generiert. Manche Beispiele sind für fortgeschrittene Datenbanken etwas zu einfach gehalten, aber insgesamt sehr brauchbar.

Paulina Vidal PA Verified learner
★ 4 · July 16, 2026

मैं डेटा एनालिस्ट हूं और यह कोर्स SQL क्वेरीज़ को AI की मदद से तेज़ी से लिखने में बहुत काम आया। रिपोर्ट ऑटोमेशन वाला हिस्सा खासकर पसंद आया क्योंकि अब हर हफ्ते वही रिपोर्ट मैन्युअली नहीं बनानी पड़ती। बस शुरुआती कुछ पाठ थोड़े धीमे लगे, बाकी सब बढ़िया था।

김서현 KR Verified learner
★ 5 · July 15, 2026

반복되는 SQL 리포트를 자동화하는 방법을 이렇게 명확하게 배운 건 처음이었어요.

Dương Thị Lệ VN Verified learner
★ 5 · July 4, 2026

Phần hướng dẫn tự động hóa báo cáo SQL bằng AI trong khóa này thực sự tiết kiệm cho mình rất nhiều thời gian mỗi tuần.

Eero Järvinen FI Verified learner
★ 5 · June 22, 2026

The section on turning messy SQL queries into automated weekly reports alone was worth going through the whole course.

Ariel Berger IL
★ 4 · June 21, 2026

I picked this course up hoping to speed up the SQL side of my reporting work, and it delivered on that front. The lessons walk through writing queries with AI assistance step by step, then move into setting up automated report generation that actually runs on a schedule. I especially liked the section on cleaning up messy joins before automating anything, since that's usually where my reports used to break. The pacing is reasonable, though a couple of the later lessons on dashboard automation felt a bit rushed compared to the earlier ones. Still, I walked away with a working automated report I use every week now. Worth it if your SQL is already decent and you want to push into automation.

Chloé Petit FR
★ 4 · June 15, 2026

Les astuces pour automatiser mes rapports SQL récurrents m'ont fait gagner un temps fou, même si certains exemples restent un peu basiques.

Jean Martin FR Verified learner
★ 4 · June 12, 2026

Ce qui m'a plu dans ce cours, c'est la façon dont on apprend à combiner SQL et prompts d'IA pour générer des rapports sans tout réécrire à chaque fois. J'ai pu appliquer directement une méthode sur mes rapports de ventes mensuels. Il manque peut-être un peu plus d'exercices pratiques pour bien ancrer les notions.

Айгерим Абишева KZ
★ 5 · June 10, 2026

Работаю аналитиком данных и постоянно тратила время на однотипные SQL-запросы для еженедельных отчётов. Этот курс подробно показывает, как использовать ИИ для написания и оптимизации запросов, а не просто копировать готовые шаблоны. Особенно полезным оказался блок про автоматизацию отчётности — теперь то, что раньше занимало полдня, собирается за пару минут. Объяснения даются последовательно, от простых выборок до более сложных агрегаций с автогенерацией отчётов. Понравилось, что каждый урок сопровождается реальными примерами, которые можно сразу протестировать на своей базе. После прохождения курса я полностью пересобрала свой еженедельный дашборд.

Siti Aisyah binti Mohd Saleh MY
★ 4 · June 5, 2026

Saya bekerja sebagai penganalisis data dan kursus ini banyak membantu dalam menulis query SQL dengan bantuan AI. Bahagian automasi laporan mingguan sangat praktikal dan boleh terus digunakan di tempat kerja. Cuma sebahagian contoh agak asas untuk yang sudah biasa dengan SQL kompleks.

Carolina Dias PT Verified learner
★ 5 · May 28, 2026

Aprendi a escrever consultas SQL com ajuda da IA e automatizar relatórios que antes eram um pesadelo manual. Excelente e direto ao ponto.

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