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Data Science and Big Data online training in USA
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Data Science and Big Data online training in USA
Big Data analytics refers to collecting, maintaining and analyzing massive data sets
(Big Data) to identify patterns and other important information. These trends are valuable sources of information, and their analysis yields various insights that business may utilize to make business choices. This analysis is vital for giant corporations such as Facebook, which manages more than a billion users daily and uses the obtained data to enhance the user experience. Big Data has therefore become an integral component of technology and our daily lives, and big data analytics deliver solutions that are rapid to develop and need less work. It is thus not surprising that big data has spread fast, as have the methods for analyzing it.
Big data investments have also surged, with some prominent organizations devoting resources to Big Data-related studies and recruiting big data experts to alter their technological environment. There is no better moment than the present to invest in a profession in big data. Developers must acquire analytical abilities and prepare to compete for the Data Science and Big Data career.
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Data Science and Big Data Online Training Certification
The Data Science & Big Data Online Training in the USA by Brittsoft will present prominent big data technologies via lectures and case studies. The online course’s emphasis will be on using these tools for analytical reasons. Further, the training advances your Big Data and Data Science career and equips you with the world-class knowledge and abilities necessary for success in this industry.
With Brittsoft’s Data Science and Big Data Online Training, equip yourself with all the latest and most in-demand skills and knowledge to secure a job in this field. Our Big Data & Data Science online course will train learners for top positions in the workforce. To know more, reach out to us today.
Who Should Go For Data Science and Big Data Online Course?
Data Science & Big Data online training is best suited to aspiring professionals from any academic background with an analytical mindset. Additionally, the following individuals can consider taking up the course:
- Fresh Graduates
- IT Professionals who wish to earn new skills
- Analytics Managers
- Business Analysts
- Software Developers and Architects
- Business Intelligence Professionals
- Project Managers
- Aspiring Data Scientists, etc
Prerequisites Of Data Science and Big Data Training Online
Anyone interested in pursuing the Data Science and Big Data Training Online in the USA from Brittsoft will require a comprehensive computer science background or any graduate keen to understand the intricacies of this field. You will also be required to do some homework. Therefore we recommend that you get familiar with the fundamentals of Data Science and Big Data before beginning this course. Additionally, a fundamental understanding of statistics and any programming language would be advantageous.
Benefits Of Learning Data Science and Big Data Online Certification
Operating as a Data Scientist is among the most challenging jobs available in the IT industry. It isn’t for everyone, but individuals with the necessary expertise and knowledge might benefit significantly. If you decide to pursue a career in Data Science, you may earn a small sum annually and find many intriguing and exciting work options along the road.
A Data Science Certification online is intended to offer you an advantage over other experts in your field. You will acquire complex capabilities that are difficult to find in your industry, and it will validate the skills you have earned during your learning course. Further, a Data Science Certification online will demonstrate to prospective employers that you have the skills necessary to manage and analyze their data for the goal of company development and success.
Also, completing your Data Science and Big Data online training and earning a certification will boost the likelihood of being picked by hiring managers during a firm’s initial screening for the most lucrative and desirable professions, such as Data Scientist or Data Analyst. Organizations and hiring managers acknowledge that obtaining and receiving a Data Science certification is relatively challenging. Therefore, earning one puts a candidate aside from the competition and provides them the recognition of having put in significant effort, time, and energy, as well as gaining practical experience and acquiring skills by diligently accomplishing the certification course.
Your CV will be a step above the competition and demonstrate a genuine and significant investment in the subject of Data Science. Also, there are no earnings restrictions for anyone with a Data Science Certification. Nevertheless, Data Science Certification employment often pays at least $is $100578 per year in the United States. Also, these figures will only increase.
Hence, starting your career in this lucrative sector is the moment.
Career Opportunities After Data Science and Big Data online training
After completing the online training from Brittsoft, you may expect some of the following positions:
- Data Analysts
- Data Engineers
- Chief data officer (CDO)
- Senior-level analyst
- Analytics manager
- Director of Analytics
- Big Data Engineer
- Big Data Architect
- Data Warehouse Manager
- Database Developer
- Data Scientists
- Business Intelligence Analyst
- Database Manager, etc
Why Choose Brittsoft For Data Science and Big Data Training In the USA?
The Big Data and Data Science Online Course from Brittsoft will offer you an in-depth understanding of planning, building, and implementing Data Science and Big Data real-world applications and application performance optimization. This data science course will prepare you for a big data and data science engineer career. You will be proficient in Big Data and Data Science by completing the course. Further, this curriculum is developed by industry professionals and constantly updates the industry’s changing facets.
Candidates will receive certificates upon completing training and working on real-based case scenarios.
Data Science and Big Data Course Curriculum
Course Curriculum
Introduction to Data Science
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What is Data Science
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Overview of Data Analytics
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Introduction to Business Analytics
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Understanding Business Applications
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Data types and data Models
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Type of Business Analytics
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Evolution of Analytics
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Data Science Components
R Programming
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Introduction to R programming
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Types of Objects in R
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Naming standards in R
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Creating Objects in R
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Data Structure in R
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Matrix, Data Frame, String, Vectors
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Understanding Vectors & Data input in R
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Lists, Data Elements
Data Handling in R Programming
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Basic Operations in R
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Expressions
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Function Calls
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Sub-setting Data
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Selecting Variables
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Excluding Variables
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Selecting Observations
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Selection using Subset Function
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Merging Data
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Sorting Data
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Adding Rows
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Visualization using R
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Data Type Conversion
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Built-In Numeric Functions
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Built-In Character Functions
Statistics
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Basic Statistics
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Measure of central tendency
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Types of Distributions
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Anova
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F-Test
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Central Limit Theorem & applications
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Types of variables
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Relationships between variables
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Central Tendency
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Measures of Central Tendency
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Skewness
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Hypothesis Testing
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Multiple Linear Regression
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Logistic Regression
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Market Basket Analysis
Probability
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Standard Normal Distribution
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Normal Distribution
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Geometric Distribution
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Poisson Distribution
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Binomial Distribution
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Parameters vs. Statistics
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Probability Mass Function
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Random Variable
Data Visualization Techniques
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Overview of Data Visualization
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Introduction to Data Visualization
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Data Visualization Using Graphics in R
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What is Ggplot2 in R?
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File Formats of Graphic Outputs R
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Conclusion
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Knowledge Check
Introduction to Machine Learning
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What is Machine Learning?
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Why Learn?
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When is Learning required?
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Data Mining
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Application Areas and Roles
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Types of Machine Learning
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Supervised Learning
Machine Learning Concepts
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Key tasks of Machine Learning
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Modelling Terminologies
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Learning a Class from Examples
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Probability and Inference
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PAC Learning
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Noise
Regression Techniques
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Introduction to Regression
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Analysis Types of Regression
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Analysis Models Linear Regression
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Demo: Simple Linear Regression
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Non-Linear Regression
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Demo: Regression Analysis with Multiple Variables
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Cross Validation
Market Basket Analysis
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What is association Rules
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Overview of Apriori algorithm
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Key terminologies in MBA
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Support
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Confidence
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Lift
Time Series Analysis
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Model building
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Data De-trending
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Data differencing
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KPSS Test
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Dickey Fuller Test
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Concept of stationarity
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Model building using exponential smoothing
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Model building using simple moving average
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Time series analysis techniques
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Components of time series
Decision Trees using R
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Understanding the Concept
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Internal decision nodes
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Terminal leaves.
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Tree induction: Construction of the tree
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Classification Trees
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Classification Trees
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Selecting Attribute
K Means Clustering
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Parametric Methods Recap
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Clustering
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Direct Clustering Method
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Mixture densities
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Classes v/s Clusters
Analytics using Tableau
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Clustering using Tableau
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Time series analysis using Tableau
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Architecture of Tableau
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Product Components
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Working with Metadata and Data Blending
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Data Connectors
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Data Model
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File Types
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Dimensions & Measures
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Data Source Filters
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Creation of Sets
R integration in Tableau
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Integrating R code with Tableau
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Creating statistical model with dynamic inputs
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Visualizing R output in Tableau
Frequently Asked Questions
Why should I choose Brittsoft for Data Science and Big Data Online Training?
The Data Science & Big Data Program at Brittsift is a structured learning pathway developed by industry professionals that guarantees your transformation into a Big Data and Data Science specialist. Also, you will earn certifications following the completion of the training. These certifications will attest to your abilities and knowledge in Data Science and Big Data.
What will I learn in Data Science Big Data Online Course?
The Brittsoft’s course aims to incorporate the different skills, professional competence, and technological expertise necessary in the field of data science and big data analytics, considering the industry’s current requirements, expectations, and needs. Hence, you will master everything essential to make your initial step in the Data Science and Big Data Online Training domain.
How is Faculty at Brittsoft for Data Science Online Course?
The faculty here have years of experience mentoring and guiding students and industry exposure. You will gain valuable experiences and the best advice and suggestions to start your career in this domain.
Are there any free demo sessions for Data Science and Big Data training online?
Yes. Please share your contact details, and we will notify you about the upcoming demo session.
Will I get exposure to real-time project scenarios and practical training?
Yes. Our real-based case scenarios will help you understand big data and data science applications more deeply.