Google Advanced Data Analytics Professional Certificate

7 Lesson

240 Hours

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This course develops advanced analytical skills for working with large datasets, building predictive models and presenting clear evidence for decision making. You will practice data preparation, exploratory study, model building and evaluation using Python, Jupyter Notebook, pandas, NumPy and standard machine learning methods. The training prepares you for the Google Advanced Data Analytics Professional Certificate and for roles that require deeper analytical judgment.

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Google Advanced Data Analytics Professional Certificate

Overview

This program focuses on practical model development, statistical reasoning and structured experimentation. You will prepare features, train models, validate results and translate findings into clear insights. The instruction strengthens accuracy and analytical discipline, supporting your path toward the Google Advanced Data Analytics Professional Certificate.

Prerequisites

Foundational data analytics knowledge
Understanding of data types
Knowledge of data strategy
Knowledge of data integrity
Data cleaning skills
Data aggregation skills
Data analysis fundamentals
Best practices for information sharing
Spreadsheet proficiency
Database familiarity
SQL knowledge
Programming concepts
Data visualization skills
Dashboard creation skills
Prior data analytics experience or completion of the Google Data Analytics Professional Certificate

What Will You Learn

Machine learning
Predictive modeling
Experimental design
Statistical analysis
Descriptive statistics
Inferential statistics
Probability
Hypothesis testing
Python programming
Jupyter Notebooks
Regression modeling
Data modeling
Data visualization
Tableau
Data storytelling
Working with large datasets
Portfolio-building projects
Career preparation for advanced analytics roles

Who Should Do This Course

Current data analytics professionals
Recent graduates
Career changers with an analytical mindset
Individuals with foundational data analytics experience
Graduates of the Google Data Analytics Certificate

Key Features

1 On 1 Training Option Available
24 X 7 Lifetime Support & Access
Small Batches Upto 10 Participants
Experienced & Professional Trainers
100% Job Assistance
Flexible Schedule

Course Curriculum

Lesson 1 - Foundations of Advanced Data Analytics

1. Advanced analytics roles and responsibilities

2. Data lifecycle and data ecosystems

3. Data governance and ethics

4. Analytical thinking and problem-solving

5. Working with complex business problems

Lesson 2 - Getting Started with Python

1. Python basics and syntax

2. Data types and data structures

3. Working with libraries like NumPy and pandas

4. Data cleaning and preparation

5. Using Jupyter Notebooks

Lesson 3 - The Power of Statistics

1. Descriptive statistics

2. Inferential statistics

3. Probability and distributions

4. Hypothesis testing

5. Statistical decision-making

Lesson 4 - Regression Analysis: Simplify Complex Data Relationships

1. Linear regression

2. Multiple regression

3. Regression diagnostics

4. Model evaluation

5. Interpreting regression outputs

Lesson 5 - The Nuts and Bolts of Machine Learning

1. Machine learning fundamentals

2. Supervised learning techniques

3. Classification and prediction methods

4. Feature engineering

5. Model performance evaluation

Lesson 6 - Machine Learning Modeling Pipelines

1. Building end-to-end ML pipelines

2. Model training and validation workflows

3. Hyperparameter tuning fundamentals

4. Managing large datasets

5. Improving and iterating ML models

Lesson 7 - Advanced Data Analytics Capstone Project

1. Project scoping and problem definition

2. Data exploration and preparation

3. Model development and testing

4. Results interpretation

5. Presenting insights and final portfolio project

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1-800-7430-173 (US Toll Free)

+91 7240740740 (India)

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Course Fees

Online Class Room Program

US $ 1,999.00

100% Money Back Guarantee

Duration : 240 Hrs
Plus Self Paced

Classes Starting From

Fast Track Batch 26 Jun 2026
Weekday Batch 29 Jun 2026
Weekend Batch 27 Jun 2026

Corporate Training

Customized Training Delivery Model
Flexible Training Schedule Options
Industry Experienced Trainers
24x7 Support

Trusted By Top Companies Worldwide

Want to know Today's Offer

Google Advanced Data Analytics Professional Certification Training

After completing the Google Advanced Data Analytics Professional Certificate Training Course and hands-on projects, learners receive a Course Completion Certificate from igmGuru. This certification validates your advanced skills in Python, machine learning, predictive modeling, regression analysis, data visualization and experimental design, preparing you for high-demand analytics roles in real-world business scenarios.

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Google Advanced Data Analytics Professional Certificate