Advanced Data Science Certification Overview

Course syllabus

Who it’s for

What’s included

FAQs

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 Atlanta 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 Atlanta 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 Atlanta. 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 Atlanta 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 Atlanta, 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
Hands-On Labs: Included as part of our online instructor-led delivery, these labs provide real-world exercises in a simulated environment guided by expert instructors to enhance your practical skills.
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Our Atlanta 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.

Founded in 1837, Atlanta is the capital of the American state of Georgia. It is the most populated city in the state with an estimated 463,878 inhabitants. During the 1960s Atlanta gained the reputation of “the city too busy to hate” following the Civil Rights Movement where citizens and leaders made their progressive views heard.


Atlanta has a very diverse economy with demanding sectors such as: Information Technology, Professional and Business services, logistics and media operations. Some of Atlanta’s famous landmarks include: the ‘World of Coca-Cola’, Centennial Olympic Park which is the home of the 1996 Olympic games and there is also the CNN Center which provides behind-the-scene tours for the TV News Network. There are many Higher Education facilities in Atlanta such as;  Georgia Institute of Technology, Emory University, Georgia State University and Clark Atlanta University.

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Ways to take Advanced Data Science Certification in Atlanta

Online Instructor-Led Learning

Online Self-Paced Learning

Onsite Learning

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Advanced Data Science Certification. 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.

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Live classes

Join a scheduled class with a live instructor and other delegates.

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Interactive

Engage in activities, and communicate with your trainer and peers.

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Global Pool of the Best Trainers

We handpick from a global pool of expert trainers for our Online Instructor-led courses.

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Expertise

With 10+ years of quality, instructor-led training, we equip professionals with lasting skills for success.

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Scalable Training Delivery

Access Advanced Data Science Certification in Atlanta delivered by one of the largest training providers, with scalable instructor-led classes, accessible worldwide.

Master Advanced Data Science Certification with a flexible yet structured approach that combines live, expert-led sessions and self-paced study. With weekly one-to-one tutor support and consistently high pass rates, you’ll receive tailored guidance and achieve real results.

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Structured Yet Flexible Learning

Take part in scheduled, instructor-led sessions with real-time feedback, while enjoying the freedom to study independently. Interactive resources and progress tracking tools help you stay motivated and on target.

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Engaging & Interactive Training

Join dynamic live sessions featuring discussions, practical activities, and peer collaboration. Learn from Advanced Data Science Certification industry experts and reinforce your knowledge with self-paced modules—plus, connect with professionals in your field.

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Expert-Led Course

Gain valuable insight from experienced trainers during live sessions, and revisit course materials anytime to deepen your understanding. This method offers the ideal balance between expert guidance and independent learning.

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Global Training Accessibility

Access top-quality training across time zones—anytime, anywhere. Whether at home or on the go, our expert-led sessions and flexible study materials support your goals, and help you on the journey towards the certification.

Learn Advanced Data Science Certification through The Knowledge Academy’s Online Self-Paced Learning. This flexible and structured format supports your training goals and enables every professional to build skills with confidence.

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Flexible Learning

Access Advanced Data Science Certification resources 24/7 to maintain steady progress, complete regular assessments or tasks, and upskill effectively alongside work commitments.

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Expert-Developed Content

Our Online Course content is designed by experienced trainers to ensure accuracy, relevance, and practical value.

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Global Training Provider

Access Advanced Data Science Certification in Atlanta from a trusted global training provider delivering consistent learning to professionals worldwide.

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Cost-Effective Training

Benefit from the cost-effective Advanced Data Science Certification that delivers high-quality course content without compromising learning outcomes.

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Interactive LMS

Track performance, download resources, and receive AI-enabled support through The Knowledge Academy’s dedicated Learning Management System.

Package deals for Advanced Data Science Certification

Our training experts have compiled a range of course packages on a variety of categories in Advanced Data Science Certification, to boost your career. The packages consist of the best possible qualifications with Advanced Data Science Certification, and allows you to purchase multiple courses at a discounted rate.

Advanced Data Science Certification | Data Science Training in Atlanta FAQs

What is Advanced Data Science?

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.

Are there any prerequisites to attend this Advanced Data Science 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.

What are the benefits of Advanced Data Science Certification?

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.

Do you offer 24/7 support for this online Advanced Data Science Training Course?

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.

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

The duration of the Advanced Data Science Training Course is 4 days, providing comprehensive coverage of advanced data science concepts and methodologies.

Do you provide self-paced Advanced Data Science Training?

Yes, we provide self-paced Advanced Data Science Training, allowing learners to study at their own pace and convenience.

What kind of jobs can I expect based on this Advanced Data Science Certification?

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.

Do you provide corporate training for Advanced Data Science Courses?

Yes, we offer corporate training for Advanced Data Science Courses tailored to meet the specific needs and objectives of organizations.

What will I learn in this Advanced Data Science Online Training Course?

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.

Who should attend this Advanced Data Science Training Course?

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.

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

The training fees for Advanced Data Science Certification in Atlanta starts from $4395

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

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

What are the best Data Science Courses courses in Atlanta?

Please see our Data Science Courses courses available in Atlanta

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