Postgraduate Certificate in Predictive Analytics with Google Cloud

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Overview

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Learning outcomes

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Course content

1

Predictive Analytics Fundamentals

2

Data Mining Techniques

3

Machine Learning with Google Cloud

4

Statistical Analysis for Predictive Modeling

5

Big Data Technologies

6

Data Visualization and Communication

7

Cloud Computing Essentials

8

Ethics in Data Science

9

Time Series Analysis

10

Capstone Project in Predictive Analytics

11

Introduction to Predictive Analytics

12

Data Preprocessing and Feature Engineering

13

Regression Analysis

14

Classification and Clustering

15

Time Series Analysis

16

Model Evaluation and Selection

17

Ensemble Methods

18

Neural Networks and Deep Learning

19

Natural Language Processing

20

Advanced Topics in Predictive Analytics

21

Data Preparation and Cleaning

22

Descriptive Analytics

23

Predictive Modeling

24

Machine Learning

25

Text Mining and Natural Language Processing

26

Time Series Analysis

27

Big Data Analytics

28

Advanced Visualization Techniques

29

Optimization Techniques

30

Ethical and Privacy Considerations

Duration

The programme is available in two duration modes:
Fast track - 1 month
Standard mode - 2 months

Course fee

The fee for the programme is as follows:
Fast track - 1 month: GBP £140
Standard mode - 2 months: GBP £90

Career Path

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Key facts

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Why this course

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Frequently asked questions

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Learn advanced predictive analytics techniques using Google Cloud platform. Gain expertise in data analysis, machine learning, and data visualization.

Showcase your achievement with a professional certificate upon successful course completion.