Advanced Data Science Certification | Data Science Training in Columbia

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Advanced Data Science Certification

Columbia

Advanced Data Science Certification in Columbia helps learners understand advanced data science concepts and methodologies. Professionals develop skills in complex data analysis, machine learning, predictive modelling, data visualisation, and applying data-driven decision-making.

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

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

Who should attend this Advanced Data Science Certification Course?

This Advanced Data Science Certification Course in Columbia 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 Columbia 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 Columbia. 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 Columbia 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 Columbia, 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.

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.

Train Your Workforce

Looking for Advanced Data Science Certification in-house or onsite training in Columbia? We specialise in corporate group training and bulk bookings for organisations of all sizes in Columbia. Our trainers deliver tailored sessions at your premises, online, or hybrid, with best price guarantee, group discounts and flexible scheduling to train your team.

Our Columbia 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.

Columbia is a community based in Maryland, USA. It is in Howard County and has a population of around 100,000 people. It is repeatedly voted as one of the ‘best places to live in America’ by CCN Money. There are a range of public schools in Columbia, the majority of which are operated by Howard County Public School System. The high schools include Hammond High School and River Hill High School. There are no traditional universities or colleges in Columbia but there is a community college; Howard Community College and several further education establishments have facilities in the area such as University of Phoenix and American Career Institute. Howard Community College was established in 1966 and enrols around 28,000 students a year. It offers programs over a range of seven academic subjects; arts and humanities, business and computers, workforce development, languages, health sciences, mathematics, science and engineering and teacher education. The unemployment rate in Columbia is at 4.7%. This has improved slightly since last year’s rate of 5.5%.

Ways to take Advanced Data Science Certification in Columbia

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.

Live classes

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

Interactive

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

Global Pool of the Best Trainers

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

Expertise

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

Scalable Training Delivery

Access Advanced Data Science Certification in Columbia 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.

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.

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.

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.

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.

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.

Expert-Developed Content

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

Global Training Provider

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

Cost-Effective Training

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

Interactive LMS

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

Advanced Data Science Certification Schedule in Columbia

Online Instructor-Led

Online Self-Paced

Classroom

Onsite

Package deals for Advanced Data Science Certification in Columbia

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 Columbia 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 Columbia?

The training fees for Advanced Data Science Certification in Columbia starts from $6995

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

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 Columbia?

Please see our Data Science Courses courses available in Columbia

Customers Reviews

Almeida Alcides Marcos Manhique

It is very good and useful, and the instructor is very friendly and knowledgeable about the subject.

George Du

The trainer explained every concept and procedure very well. Appreciated for the great effort!

Jorge Bouza Dominguez

great professor!

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Why choose The Knowledge Academy

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.

Our Clients

"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