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
  • Vectorized String Operations
  • Working with Time Series
  • Eval() and Query()

Module 3: Python for Data Visualization – Matplotlib

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

Module 4: Python for Data Visualization – 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 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 Relationships?
  • Viewing Relationships
  • Creating Relationships
  • Cardinality
  • Cross Filter Direction
  • 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 Visualizations

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

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Who should attend this Advanced Data Science Certification Course?

This Advanced Data Science Certification Course in Tucson is tailored for individuals seeking to enhance their expertise in the field of data science. This course 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 in Tucson 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 course 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 course in Tucson. 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.

This 4-day Advanced Data Science Certification Course in Tucson 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 course in Tucson, 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 analyze data effectively, make informed decisions, and contribute meaningfully to their organizations' success, providing a distinct advantage in today's data-centric professional landscape.

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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 Tucson 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.

Tucson is located within Arizona in Pima County just 60 miles north of the U.S-Mexico border. Also known as the Old Pueblo it is the county seat of Pima County, home to an estimated 527,972 people as of 2104 making it the second biggest populated city within Arizona. Topeka has a relatively high unemployment rate of 06.40% which has been decreased over the year by 0.70% from the year before when the unemployment rate was 07.10% whilst the average rate for Arizona cities is 06.00%. Education within Tucson is very important as it is the second biggest school district with regards to enrolment figures within Arizona. As well as having the highest enrolment figure for one of the secondary schools within the United States. The school districts which provide schools for students include one main on this being the Tucson Unified School District which has 115 schools within preschool, elementary, middle and high school as well as ten other school districts. There are also 14 charter schools and 15 private schools. The universities and colleges within Tucson can vary from private to public. Currently there are 13 institutions within Tucson however some universities are not based within the area but have branch or satellite campuses, for example the University of Phoenix which has four campus and the Pima Community college which has ten campuses, other institutions include the Art Institute of Tucson, The Art Center Design College, Brown Mackie College, Arizona State University's College of Public Service & Community Solutions, Prescott College and the University of Arizona. All the universities and colleges offer different degrees and programs, within a number of different subjects which depends on the institution.

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Address

Best Western Plus Tucson Airport
6801 S. Tucson Blvd
Tucson
Arizona
85756

T: +1 7204454674

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 Tucson. 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.

Unlock your potential with The Knowledge Academy's Advanced Data Science Certification | Data Science Training in Tucson, 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.

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.

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

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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

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What our customers are saying

Advanced Data Science Certification | Data Science Training in Tucson FAQs

Advanced Data Science involves applying sophisticated algorithms and techniques to analyze complex data sets, uncover insights, and make data-driven decisions to solve intricate problems.
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.
The benefits of Advanced Data Science Certification include acquiring advanced skills in data analysis, enhancing career prospects in the field of Data Science, gaining recognition as a proficient data scientist, and being better equipped to tackle complex data-related challenges.
If you face any issues in accessing the course materials, then you can reach out to our customer support team who will provide you with quick assistance to resolve the issue.
The duration of the Advanced Data Science Training Course is 4 days, providing comprehensive coverage of advanced data science concepts and methodologies.
Yes, we provide self-paced Advanced Data Science Training, allowing learners to study at their own pace and convenience.
With an Advanced Data Science Certification, individuals can pursue various roles such as Data Scientist, Machine Learning Engineer, AI Specialist, Data Analyst, Research Scientist, and more in industries like Finance, Healthcare, Technology, and Marketing.
Yes, we offer corporate training for Advanced Data Science Courses tailored to meet the specific needs and objectives of organizations.
In this Advanced Data Science Online Training Course, you will learn advanced data analysis techniques, Machine Learning algorithms, deep learning concepts, data visualization methods, and practical applications of Data Science in real-world scenarios.
This Advanced Data Science Training Course is ideal for Data Analysts, Data Scientists, Statisticians, Software Engineers, IT pRofessionals, Researchers, and anyone interested in advancing their skills in Data Science and analytics.
The training fees for Advanced Data Science Certificationin Tucson starts from $4395
The Knowledge Academy is the Leading global training provider for Advanced Data Science Certification.
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Flexible delivery methods are available depending on your learning style.

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High quality resources

Resources are included for a comprehensive learning experience.

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"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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