Free preview available
Columbus, United States · Study online with LSBA

Zertifizierung Zum Predictive‑analytics‑professional (Fortgeschritten) (Advanced)

Start now
Preview Unit 1 first
Free · No signup · No credit card · No payment
4106 already enrolled
Flexible schedule
Learn at your own pace
100% online
Learn from anywhere
Shareable certificate
Add to LinkedIn
2 months to complete
at 2-3 hours a week
Share

Overview

Loading...

Learning outcomes

Loading...

Course content

1

Datenaufbereitung Und Feature Engineering

2

Explorative Datenanalyse

3

Zeitreihenprognose

4

Klassifikationsmodelle Für Komplexe Daten

5

Regressionstechniken Und Modelloptimierung

6

Ensemble-Methoden Und Stacking

7

Hyperparameter-Tuning Mit Bayesian Optimization

8

Modellvalidierung Und Kreuzvalidierung

9

Ungleichgewichtsklassen-Hand Ling

10

Explainable Ai Und Modellinterpretation

11

Modellmonitoring Und Drift-Erkennung

12

Skalierbare Verarbeitung Mit Spark Mllib

13

Deep Learning Für Vorhersagen

14

Natural Language Processing Für Predictive Analytics

15

Bilddatenanalyse Und Transfer Learning

16

Automatisiertes Machine Learning (Automl)

17

Deployment Von Modellen In Produktionsumgebungen

18

Sicherheit Und Datenschutz In Predictive Analytics

19

Business-Case-Entwicklung Und Roi-Berechnung

20

Projektmanagement Für Predictive-Analytics-Initiativen

Career Path

Loading...

Key facts

Loading...

Why this course

Loading...

People also ask

Everything you need to know before you start

Straight answers — no waiting on a reply. Most learners are enrolled within 60 seconds of finding what they need below.

60 sec
From enrol to start
24/7
Course access
Self-paced
Learn on your time
Certificate
Included in fee

We offer immediate access to our course materials through our open enrollment system. This means:

  • The course starts as soon as you pay the course fee, instantly
  • No waiting periods or fixed start dates
  • Instant access to all course materials upon payment
  • Flexibility to begin at your convenience

This self-paced approach allows you to begin your professional development journey immediately, fitting your learning around your existing commitments.

We offer two flexible learning paths to suit your schedule:

  • Fast Track: Complete in 1 month with 3-4 hours of study per week
  • Standard Mode: Complete in 2 months with 2-3 hours of study per week

You can progress at your own pace and access the materials 24/7.

There are no formal entry requirements for this course. You just need:

  • A good command of English language
  • Access to a computer/laptop with internet
  • Basic computer skills
  • Dedication to complete the course
Ready when you are
Most learners finish reading the FAQs and enrol in the same minute.
Self-paced · Certificate included · 24/7 access · 60-second start.
Enrol now

Assessment is done through:

  • Multiple-choice questions at the end of each unit
  • You need to score at least 60% to pass each unit
  • You can retake quizzes if needed
  • All assessments are online

Upon successful completion, you will receive:

  • A digital certificate from London School of Business and Administration
  • Option to request a physical certificate
  • Transcript of completed units
  • Certification is included in the course fee
Open enrolment · Start today

You've read the page. The next step is the easy part.

Most learners are inside the course materials within 60 seconds of clicking the button below. Self-paced, instant access, certificate included.

Enrol now
Instant access Certificate included Self-paced Secure checkout

Why people choose us for their career

Trusted by professionals worldwide

Verified outcomes from learners who finished the course and put it to work.

4.5
Based on 4 learner reviews · 4 countries
98%
Would recommend
100%
Verified learners
2026
Cohort active
Completed from United Kingdom
ST
Sarah Thompson
GB · Course completed

I loved taking the Zertifizierung Zum Predictive‑analytics‑professional (Fortgeschritten) – it hit the sweet spot between theory and practice. I wanted to sharpen my time‑series skills, and the course gave me exactly that with practical examples in R and Tableau dashboards. The week‑long module on seasonal decomposition helped me clean up my sales data, and I could instantly apply those techniques to a project at work. The video lessons were clear and the supplementary PDFs were concise, making it easy to review later. It was a relaxed, casual learning vibe, and I left feeling confident about my new analytical toolkit.

MC
Michael Carter
US · Course completed

The Zertifizierung Zum Predictive‑analytics‑professional (Fortgeschritten) course exceeded my expectations. The curriculum was perfectly aligned with my goal of mastering advanced predictive modeling techniques. I especially appreciated the deep dive into ensemble methods and the hands‑on labs using Python’s scikit‑learn library. The capstone project, where I built a demand‑forecasting model for my company, directly translated into a 12% improvement in inventory planning. All course materials were up‑to‑date, with clear slide decks and real‑world case studies that felt immediately applicable. Overall, the learning experience was professional, well‑structured, and highly satisfying.

AP
Ananya Patel
IN · Course completed

Wow! The Zertifizierung Zum Predictive‑analytics‑professional (Fortgeschritten) blew me away. I enrolled to upskill for a data‑science role, and the course delivered massive value. The Spark‑based labs let me build a churn‑prediction model in just a few hours, and the instructor’s feedback on my code was spot‑on. I especially liked the section on model interpretability – using SHAP values gave me concrete ways to explain predictions to stakeholders. The course materials were top‑notch, with up‑to‑date notebooks and real‑industry datasets. My confidence skyrocketed, and I landed a senior analyst position shortly after completing the program.

ZD
Zanele Dlamini
ZA · Course completed

The Zertifizierung Zum Predictive‑analytics‑professional (Fortgeschritten) offered a very detailed and rigorous exploration of advanced analytics. My main goal was to master model validation techniques, and the course covered cross‑validation, bootstrapping, and bias‑variance trade‑offs with clear mathematical explanations and practical Python notebooks. One standout module was the Monte‑Carlo simulation lab, which I later used to assess risk in a financial forecasting project. The reading list included recent research papers, keeping the content relevant to industry trends. While the workload was intense, the structured weekly quizzes and responsive tutors made the experience rewarding and highly educational.





Shareable certificate

Add to your LinkedIn profile

Taught in English

Clear and professional communication

Recently updated!

May 2026