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Сертификат По Data Science (Продвинутый) (Advanced)

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Overview

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Learning outcomes

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Course content

1

Глубокое Обучение И Нейронные Сети

2

Продвинутый Анализ Временных Рядов

3

Машинное Обучение В Продакшене

4

Обработка Естественного Языка (Nlp)

5

Компьютерное Зрение И Cnn

6

Генеративные Модели И Gan

7

Моделирование Рекомендаций

8

Оптимизация Гиперпараметров

9

Большие Данные И Spark

10

Моделирование Вероятностных Графов

11

Интерпретируемый Ai

12

Кросс-Валидация И Бутстрэп

13

Автономные Ml‑Пайплайны

14

Моделирование Аномалий

15

Этика И Безопасность Данных

16

Развертывание Моделей В Docker/Kubernetes

17

Моделирование Последовательностей (Rnn

18

Transformer)

19

Feature Engineering На Продвинутом Уровне

20

Моделирование В Финансовой Аналитике

Career Path

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Key facts

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Why this course

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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.

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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
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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

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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 signed up for the advanced data‑science certificate to sharpen my SQL and deep‑learning skills, and it delivered. The practical labs on time‑series forecasting using Prophet helped me finish a forecasting project for my employer faster than expected. The course materials were clear, with well‑structured Jupyter notebooks and plenty of real‑world datasets to play with. The only thing I’d tweak is a bit more focus on cloud‑based MLOps, but overall I’m really happy with what I learned and would definitely recommend it.

MC
Michael Carter
US · Course completed

The Сертификат По Data Science (Продвинутый) exceeded my expectations. The curriculum was perfectly aligned with my goal of moving from basic analytics to building production‑grade machine‑learning pipelines. I especially appreciated the deep‑dive modules on feature engineering and model deployment with Docker and AWS SageMaker – I was able to apply these techniques directly to a client project, reducing model latency by 30%. The lecture videos, code notebooks, and real‑world case studies were high‑quality and up‑to‑date with industry standards. Overall, the learning experience was smooth, the instructors were responsive, and I feel fully prepared for senior data‑science roles.

AP
Ananya Patel
IN · Course completed

Wow! This course was exactly what I needed to transition from a data analyst to a data scientist. The hands‑on sections on natural‑language processing using spaCy and BERT were thrilling – I built a sentiment‑analysis model that now powers the chatbot at my startup. The video lessons are engaging and the supplemental reading lists are spot‑on, covering the latest research papers. I loved the community forums where peers shared tips on hyper‑parameter tuning. The experience was energising and I’m thrilled with the boost it gave my career.

RO
Rafael Oliveira
BR · Course completed

The advanced data‑science certificate offered a very detailed roadmap for mastering end‑to‑end projects. I particularly valued the module on data pipelines with Apache Airflow, which I implemented to automate daily data extraction for my company's reporting system. The course materials—slides, code snippets, and the curated list of open‑source tools—were thorough and reflected current industry practices. While the pacing was fast, the thorough explanations and the instructor’s willingness to answer questions made the learning journey rewarding. I left the course confident in applying sophisticated machine‑learning solutions.





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Recently updated!

May 2026