Advanced Data Science Certification | Data Science Training in Shenzhen

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Advanced Data Science Certification

Shenzhen

Become familiar with the different data visualisation’s methods in Python efficiently.
Acquire skills for implementing different modelling data in Power BI data models.
Gain in-depth knowledge of different phases of data analytics lifecycle in Big Data.

Dates & Prices Dates & Prices

Course information

Advanced Data Science Certification Course Outline

Module 1: Python for Data Analysis - NumPy

Introduction to NumPy
NumPy Arrays
Aggregations
Computation on Arrays: Broadcasting
Comparison, Boolean Logic and Masks
Fancy Indexing
Sorting Arrays
NumPy’s Structured Arrays

Module 2: Python for Data Analysis – Pandas

Installing Pandas
Pandas Objects
Data Indexing and Selection
Operating on Data in Pandas
Handling Missing Data
Hierarchical Indexing
Concat and Append
Merge and Join
Aggregations and Grouping
Pivot Tables
Vectorised String Operations
Working with Time Series
Eval() and Query()

Module 3: Python for Data Visualisation – Matplotlib

Overview
Object-Oriented Interface
Two interfaces
Simple Line Plots and Scatter Plots
Visualising Errors
Contour Plots
Histograms, Binnings and Density
Customising Plot Legends
Customising Colour Bars
Multiple Subplots
Text Annotation
Three-Dimensional Plotting

Module 4: Python for Data Visualisation – Seaborn

Installing Seaborn and Load Dataset
Plot the Distribution
Regression Analysis
Basic Aesthetic Themes and Styles
Distinguish between Scatter Plots, Hexbin Plots and KDE Plots
Use Boxplots and Violin Plots
Compare the Use Cases of Swarn Plots, Bar Plots Strip Plots, and Categorical Plots
Recall Some of the Use Cases and Features of Seaborn

Module 5: Machine Learning

Introduction
Importance
Types
How Does Machine Learning Works?
Machine Learning Mathematics

Module 6: Natural Language Processing

Introduction to NLP
NLP and Writing Systems
Advantages
NLP Applications

Module 7: Deep Learning

Introduction
Importance
Working

Module 8: Big Data

Big Data Analytics
State of Practice in Analytics
Main Roles for New Big Data Ecosystem
Phases of Data Analytics Lifecycle

Module 9: Working with Data in R

Data Manipulation in R
Data Clean Up
Reading and Exporting Data
Importing Data
Charts and Graphs

Module 10: Regression in R

Regression Analysis
Linear Regression
Logistic Regression
Multiple Regression
Normal Distribution
Binomial Distribution

Module 11: Modelling Data

What are the Relationships?
Viewing Relationships
Creating Relationships
Cardinality
Cross Filter Direaction
What is DAX?
Syntax
Functions
Row Context
Calculated Columns
Calculated Tables
Measures

Module 12: Shaping and Combining Data using Power BI

Query Editor
Shaping Data and Applied Steps
Advanced Editor
Formatting Data
Transforming Data
Combining Data

Module 13: Interactive Data Visualisations

Page Layout and Formatting
Multiple Visualisation
Creating Charts
Using Geographic Data
Histograms
Power BI Admin Portal
Service Settings
Desktop Settings
Dashboard and Report Settings

Who should attend this Advanced Data Science Certification Course?

This Advanced Data Science Certification Course is tailored for individuals seeking to enhance their expertise in the field of data science. This training is particularly beneficial for professionals such as:

Experienced Data Analysts
Data Scientists
Machine Learning Engineers
Statisticians
Business Analysts
AI Developers
Entrepreneurs
Researchers

Prerequisites of the Advanced Data Science Certification Course

There are no formal prerequisites for the Advanced Data Science Certification Course. However, having prior knowledge of multiple programming languages will be beneficial for the delegates.

Advanced Data Science Certification Course Overview

In today's data-driven world, the demand for professionals with expertise in data science is soaring, and this Advanced Data Science Certification stands as a beacon for individuals seeking to navigate the intricate landscape of data science. Covering critical topics such as NumPy arrays, regression analysis, Machine Learning mathematics, and more, this training provides a robust foundation for those eager to harness the power of data.

Business Analysts, Data Engineers, Software Developers, and even executives can benefit significantly from mastering data science. In an era where every bit of data holds invaluable insights, those well-versed in data science possess a distinct advantage. They can unravel complex patterns, make informed decisions, and drive innovation.

The Knowledge Academy 4-day Advanced Data Science Certification Course is designed to empower delegates with practical knowledge and hands-on skills. It delves into essential concepts such as working with time series, three-dimensional plotting, data analytics lifecycle phases, and data manipulation using Power BI. By the end of this training, delegates will emerge as adept Data Scientists capable of working with data at expert-level

Course Objectives

To provide a comprehensive understanding of basic and advanced data science concepts
To equip delegates with practical skills in tools such as Pandas and Power BI
To cover critical topics like NumPy arrays, regression analysis, and Machine Learning mathematics
To empower Business Analysts, Data Engineers, Software Developers, and executives with data science proficiency
To enable delegates to unravel complex patterns and make informed decisions through data-driven insights
To ensure delegates emerge as adept Data Scientists capable of tackling real-world data challenges

Upon completion of this Data Science Certification training, delegates will not only possess a solid foundation in data science but also practical skills in tools like Pandas and Power BI. This empowers them to analyse data effectively, make informed decisions, and contribute meaningfully to their organisations' success.

What’s included in this Advanced Data Science Certification Course?

World-Class Training Sessions from Experienced Instructors
Advanced Data Science Certificate
Digital Delegate Pack

Why choose us

Our Shenzhen venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

Shenzhen is a city located in the Guangdong Province and is China’s first successful Special Economic Zones. The city has a population of around 10,700,000 people and the metropolitan area has a population of over 18 million people. Shenzhen is the home to Shenzhen University which was established in 1983. The university offers a massive variety of courses such as; Literature, Languages, Communication, Economics, Management, Law, Art, Engineering, Science, Golf and Adult Education. Another university in Shenzhen is the Shenzhen Polytechnic which was founded 1993. The university has around 25,000 students in attendance and offer courses in areas such as engineering, media, management, art and sciences.

Address

23/F, New World Centre
No. 6009
Yitian Road
Futian District
Shenzhen
518035

T: +44 1344 203 999

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Advanced Data Science Certification | Data Science Training in Shenzhen. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

Learn more in our FAQs

Unlock your potential with The Knowledge Academy's Advanced Data Science Certification | Data Science Training in Shenzhen, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

Learn more in our FAQs

Experience the most sought-after learning style with The Knowledge Academy's Advanced Data Science Certification | Data Science Training in Shenzhen. Available in 490+ locations across 190+ countries, our hand-picked Classroom venues offer an invaluable human touch. Immerse yourself in a comprehensive, interactive experience with our expert-led Advanced Data Science Certification | Data Science Training in Shenzhen sessions.

Highly experienced trainers

Boost your skills with our expert trainers, boasting 10+ years of real-world experience, ensuring an engaging and informative training experience

State of the art training venues

We only use the highest standard of learning facilities to make sure your experience is as comfortable and distraction-free as possible

Small class sizes

Our Classroom courses with limited class sizes foster discussions and provide a personalised, interactive learning environment

Great value for money

Achieve certification without breaking the bank. Find a lower price elsewhere? We'll match it to guarantee you the best value

Learn more in our FAQs

Streamline large-scale training requirements with The Knowledge Academy's In-house/Onsite at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

Tailored learning experience

Leverage benefits offered from a certification that fits your unique business or project needs

Maximise your training budget

Cut unnecessary costs and focus your entire budget on what really matters, the training.

Team building opportunity

Our offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings

Monitor employees progress

The course know-how will help you track and evaluate your employees' progression and performance with relative ease

Learn more in our FAQs

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Advanced Data Science Certification | Data Science Training in Shenzhen FAQs

What is the Advanced Data Science Certification?

This certification is a comprehensive training that equips professionals with in-depth knowledge of Advanced Data Science techniques, including Machine Learning, Deep Learning, Data Modeling, and Big Data Analytics. It is designed to enhance your ability to solve complex data problems and make data-driven decisions.

Why is it important to attend this Advanced Data Science Training?

Attending this training is crucial for professionals looking to stay competitive in the rapidly evolving Data Science field. It helps you master cutting-edge tools and methodologies, prepares you for leadership roles in data-driven projects, and enhances your career prospects in data science.

What are the benefits of this Advanced Data Science Course?

Benefits include gaining hands-on experience with advanced tools, improving your analytical and problem-solving skills, enhancing your ability to work with Big Data and Machine Learning algorithms, and boosting your qualifications for high-paying roles in Data Science and AI.

What will I learn in this Advanced Data Science Training?

You will learn advanced techniques in Data Analysis, Machine Learning, Deep Learning, Natural Language Processing, Data Visualisation, Big Data Analytics, and the use of tools like Python, R, TensorFlow, and Hadoop to solve complex data challenges.

Are there any prerequisites to attend training?

There are no formal prerequisites for taking the Advanced Data Science Certification Training. However, prior knowledge of multiple programming languages will benefit the delegates.

Do I receive a certificate of completion of this online training?

Yes, upon successful completion of the Advanced Data Science Course Training, you will receive a certificate that validates your skills and knowledge in advanced data science techniques.

Do you offer 24/7 support for these Advanced Data Science Training Courses?

Yes. The Knowledge Academy offers 24/7 support for delegates before, during, and after this Advanced Data Science Course. Should you encounter any difficulties accessing the course materials, our customer support team is available to assist and promptly resolve any issues you may encounter.

What is the duration of this Advanced Data Science Certification Training?

This Advanced Data Science Training spans across 4 days. For self-paced courses, the duration may vary based on the delegates' schedule, allowing flexibility to complete the training at their own pace.

Do you provide self-paced training for the Advanced Data Science Online Certification Course?

Yes, self-paced training options are available for this Advanced Data Science Course, allowing delegates to progress through the material at their own convenience, making it easier to balance the course with personal and professional commitments.

What are the career prospects after completing this certification course?

Career prospects include roles such as Data Scientist, Machine Learning Engineer, Data Architect, AI Specialist, Business Intelligence Analyst, and Big Data Engineer. These roles are in high demand across industries such as technology, finance, healthcare, and marketing.

Do you provide corporate training for this Advanced Data Science Online Course?

Yes, we offer corporate training tailored to the needs of organisations looking to upskill their teams in advanced data science techniques, enhancing their ability to handle complex data challenges and drive data-driven decision-making.

Who should attend this Advanced Data Science Course?

This course is ideal for Data Scientists, Analysts, Software Developers, Machine Learning Engineers, Business Intelligence Professionals, and anyone looking to advance their knowledge in data science and apply it to complex real-world problems.

Who should I contact if I am unable to access my Advanced Data Science Training Courses?

If you encounter issues accessing the Advanced Data Science Training course materials, you can contact our 24/7 support team or your course advisor for assistance with technical or access-related problems.

What is included in this certification training?

The Advanced Data Science Training Course includes in-depth course materials, hands-on labs, real-world projects, case studies, access to advanced data science tools, and resources like study guides and practice exams to reinforce learning.

What is the level of difficulty for this Advanced Data Science Training?

This Advanced Data Science Course is considered moderately to highly challenging, making it suitable for professionals with some experience in Data Science who are looking to expand their knowledge to more advanced concepts and applications.

Why should I choose The Knowledge Academy over others?

The Knowledge Academy offers globally recognised courses, expert trainers, flexible learning formats (online, in-person, and self-paced), and 24/7 support. This Advanced Data Science Training provides a comprehensive learning experience, preparing you for the exam and practical application in your career.

What is the cost/training fees for Advanced Data Science Certification in Shenzhen?

The training fees for Advanced Data Science Certificationin Shenzhen starts from $4395

Which is the best training institute/provider of Advanced Data Science Certification in Shenzhen?

The Knowledge Academy is the Leading global training provider for Advanced Data Science Certification.

What are the best Data Science Courses courses in Shenzhen?

Please see our Data Science Courses courses available in Shenzhen

Why choose us

Best price in the industry

You won't find better value in the marketplace. If you do find a lower price, we will beat it.

Many delivery methods

Flexible delivery methods are available depending on your learning style.

High quality resources

Resources are included for a comprehensive learning experience.

"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

Joshua Davies, Thames Water

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