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Data Science Training

Data Science Training

About Data Science Certification Training

EnhanceLearn provides Data Science Training that emphasizes the use of data science and machine learning to address real-world business challenges. Our Data Science program provides detailed course and gains expertise in basic and advanced concepts of data science, data analytics, r programming, data acquisition, statistical methods, analysis, and machine learning.

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About Course

What is Data Science?

Data science is an interdisciplinary field that uses scientific methods, algorithms and processes to extract knowledge and insights from data’s in various forms, which can be structured and non-structured, similar to data mining.

Data science is a concept to integrate statistics, data analysis, machine learning, and related methods in order to”analyze actual phenomena" with data. It employs techniques and theories drawn from many fields like mathematics, statistics, information science, and computer science.

What does a Data Scientist do?

Data scientists master the spectrum of the data science life cycle and maximize returns at each phase of the process. A data scientist makes value out of data. Data scientist duties typically involve in creating various machine learning-based tools or processes within the company, such as recommendation engines or automated lead scoring systems. People within this role should also be able to perform statistical analysis.

Why learn Data Science?

Data Scientist is one of the best jobs of the 21st century with global market demand.

Data Science Expert earns one of the highest pay-scales among all industries in the job market

The supply data scientists are very less as compared to their demand in the job market. So, openings to more job opportunities.

Our data science course will make you an expert in all the skills needed to master Data Science and work as a Data Scientist, Data Analyst and more. Fast-track your career to take on more lucrative job roles and take your career to the next level.

Benefits of Data Science Training            

  • Data Science Training certifies you with in-demand Big Data Technologies.
  • An expert in Data Science technologies can grab the high Paying Data Science Jobs with Big Data Skills and Expertise.
  • Data Science is not only seen in the IT field but has spread across all the leading industries.
  • Top Companies are hiring for Data Experts like Facebook, Microsoft, Google, Amazon and many more.

What you will learn in Data Science Training?

  • Data Science introduction and importance
  • Data acquisition and Data Science lifecycle
  • Experimentation, evaluation and project deployment tools
  • Different algorithms used in Machine Learning
  • Predictive analytics, segmentation using clustering
  • Big Data fundamentals and Hadoop integration with R
  • Data Scientist roles and responsibilities
  • Deploying recommender systems on real-world data sets
  • Work on data mining, data structures, data manipulation.

Who should take this course?

  • Fresh Graduate from college and Looking for a career in the IT world
  • If you are looking for software testing certification
  • QA professionals interested to polish their skills and knowledge
  • Experienced professionals from any other field and interested to switch their care

Pre-requisites

  • No skills requirement is necessary.
  • Entry Level Graduate or any Jobseeker willing to become a Data Scientist can apply
  • Programming skills can be a helpful
  • Good understanding of basic statistical concepts and a strong quantitative background.
  • Knowledge of any scripting languages such as Java, Perl, Python or R.
  • Knowledge and experience of SQL

Who Should Study Data Science?

Data Science is next BI, so any working professionals from BI/DWH/ETL, Data Engineering / Big Data or Analytics can advance their career in the fields of Data Science, some of the suitable profiles are as follows:

  • Data Engineer
  • Hadoop / Big Data Professional
  • BI /ETL/DW Professionals
  • Data Analyst
  • Dashboard/ Reporting Expert
  • Machine Learning / AI Expert
  • Data Expert / Statisticians
  • Business Analyst

Data Science Course Highlights

  • Gain a foundational understanding of business analytics
  • Install R, R-studio, and workspace setup, and learn about the various R packages
  • Master R programming and understand how various statements are executed in R
  • Gain an in-depth understanding of data structure used in R and learn to import/export data in R
  • Define, understand and use the various apply functions and DPYR functions
  • Understand and use the various graphics in R for data visualization
  • Gain a basic understanding of various statistical concepts
  • Understand and use a hypothesis testing method to drive business decisions
  • Understand and use linear, non-linear regression models, and classification techniques for data analysis
  • Learn and use the various association rules and Apriori algorithm
  • Learn and use clustering methods including K-means, DBSCAN, and hierarchical clustering

How EnhanceLearn's Training can help you -

  • 48 Hours of hands-on session per batch and once enrolled you can take any number of batches for 90 days
  • 24x7 Expert Support and GTA (Global Teaching Assistant, SME) support available even to schedule a one on one session for doubt clearing
  • Project Based learning approach with evaluation after each module
  • Project Submission mandatory for Certification and thoroughly evaluated
  • 3 Months Experience Certificate on successful project completion
  • We provide you with the Cloud Lab environment to practice your practical and you shall have lifetime access to it.

For becoming a Data Science expert, choose our best Data Science Training and Placement Program. If you are interested in joining the EnhanceLearn team, please email at training@enhancelearn.com.

Course Curriculum

Module 1: Data Science Introduction

  • What is Data Science?
  • Main objectives of a Data Science Project
  • What are the opportunities and Prerequisites?
  • Target Audience
  • Applications of Data Science
  • Lifecycle of Data Science
  • Components of the Data Science lifecycle
  • Introduction to big data and Hadoop
  • Introduction to Machine Learning and Deep Learning
  • Introduction to R programming and R Studio.

Module 2: Data Science Project Life Cycle

  • CRISP - DM Process Model
  • CRISP - DM Phases

Module 3: Basics of Statistics

  • Random Variable
  • Central Tendencies- Mean Mode, Median
  • Probability, Probability Distribution of Random Variables
  • Type of Random Variables - Based on Scale of Measurement
  • Variance & Standard Deviation

Module 4: Advanced Statistics

  • Normal Distribution
  • Standard Normal Distribution and Z- Score
  • Binomial Distribution
  • Poisson Distribution
  • Inferential Statistics
  • Sampling
  • Sampling Distribution
  • Central Limit Theorem
  • Simulation
  • Hypothesis and hypothesis Testing
  • Type I and Type II Errors 
  • Hypothesis testing using z test
  • Hypothesis testing t test
  • Introduction to R Programming
  • RStudio The IDE
  • Data Structures in R
  • Slicing and Dicing the data
  • Basic Operations
  • Control structure and Loops in R
  • Basic Inbuilt R Functions
  • User Defined Functions
  • Apply Family of Functions
  • Data Manipulation using 'dplyr' Package
  • Graphics and Data Visualization in R
  • Exploratory Data Analysis in R
  • ggplot2 Package
  • Applied Statistics using R
  • Supervised & Unsupervised ML
  • Supervised ML Models
  • Linear & Logistic Regression
  • Regression methods
  • Classification
  • K Nearest Neighbours KNN
  • Decision Tree
  • Random Forest
  • Unsupervised ML Models
  • K Means Clustering
  • Model Evaluation
  • Under Fitting and Overfitting
  • Confusion Metrix
  • K- Fold Cross Validation
  • Regression Evaluation Metrics
  • Support Vector Machine (SVM)
  • Naïve Bayes
  • What is Time Series
  • Techniques and applications
  • Components of Time Series
    • Moving Average
    • Exponential Smoothing
    • AR, MA,ARMA,ARIMA Model
  • Univariate Time Series Models
  • Multivariate Time Series Analysis
  • Time series in R
  • Sentiment analysis in R
  • Text analysis
  • Introducing Artificial Intelligence and Deep Learning
  • What is an artificial neural network,
  • TensorFlow – computational framework for building AI models
  • Fundamentals of building using TensorFlow
  • Working with TensorFlow in R

 

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Training FAQs
What is Data Science?

Data Science is a multidisciplinary field that utilizes scientific approaches, algorithms and framework to excerpt knowledge and visions from data in different forms, structures and unstructured data. It is a combination of different tools, algorithms, and machine learning philosophies having an objective of finding the hidden patterns from the raw information. 

What does a Data Scientist do?
Difference: Data Analyst vs Data Scientist?
What is Data Science Life Cycle and its phases?
What are the objectives of this Data Science Course?
What are the career prospects of a Data Scientist?
How much does a Data Scientist earn?
What is the Difference between Data Science with R and Python?
What are the skills required to become a Data Scientist?
Do you provide demo sessions?
Who are our instructors?
What if I miss a training class or session?
How do you provide training?
Is it possible to switch from self-paced training to instructor-led training?
Is the training interactive, how will it help me to learn?
Will I get to work on a project for this Training?
Do you provide any certification?
How will I get my certificate?
What are the services you provide for job support after training?
Do you provide job placement assistance after the training?
What about the payment process to enroll with the Training?
I am an international student in USA looking for placement?
In how much time will I get a job, if I choose your placement service?
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Reviews
H
Hassan Biswas 
Great Training experience

I am amazed the way trainers taught me. The team and instructor are very professional, well learned, highly skilled while rendering their services. Keep it up. Great way to learn Data Science.

S
Siddharth Bhatia 
Best Trainers at EnhanceLearn

I really like the trainer, Amazing person with professional experience and his way of explaining is also amazing I personally feel that EnhanceLearn is the right place to learn Data Science.

M
Mohan George 
In-depth learning experience

Data science Training provided by EnhanceLearn was top-notch and provided me an In-depth learning experience. The Real-world based projects made all the concepts clear and hence I would recommend everyone to go for EnhanceLearn's Data science training.

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