Data Science Master Program Course Overview
Learn Data Science Master Program Offered by Industry Experts with Placement Assistance. This Course Covers In-depth Practical Classes on Machine Learning Algorithms to Solve the Complex Problems. Become Master in Big Data Analysis using Apache Spark and Scala along with this Data Science Master Training.
Register for a Demo Classes Offered by Experts and get Free Self-paced Videos on Data Science Classes. We are Offering Live Instructor-Led Classes and Recorded Videos Sessions with Quality Content.
- Learn From the Industry Experts
- Small Batch Size and 1:1 Courses
- Live Instructor Based Training
- Students From 100+ Countries
- 5000+ Students Enrolled
- Resume Building & Certification Preparation
- Placement Oriented Courses
- Demo Projects
Why should you learn Data Science?
The degree of graduation is not enough: Human Resources experts believe that graduates will now have to obtain a specialized master’s degree to get a job. Since the curriculum is outdated and the number of graduates is enormous, students must learn some specific skills with practical experience to differentiate themselves from the crowd.
Data Science works in high demand: The number of new jobs in Data Science and Analytics announced per month increased by 78% between April 2017 and April 2018. Job functions such as business analysts, data analysts, data engineers, engineers, and analysis are in high demand through leading companies.
Embark on a rewarding career: Average salaries for the most recent papers in science and data analysis range from 5 to 7 times per year. In addition, annual growth is higher in analysis functions, compared to generic functions, as industry analysis is growing by 36%, while IT industry growth is 6%.
- Classroom format
- World-class teachers and industry experts
- Corporate Collaboration
- Practical Learning
- Placement assistance
What you'll learn from this course?
Statistics Essentials for Analytics
Data Science With R
- Module 1: Introduction to R (Duration: 2Hrs)
- Module 2: R Basics
- Module 3: R Packages
- Module 4: Machine Learning using R
Data Science With Python
- Module 1: Introduction to Data Science
- Module 2: Introduction to Python
- Module 3: Python Basics
- Module 4: Python Packages
- Module 5: Importing data
- Module 6: Manipulating Data
- Module 7: Statistics Basics
- Module 8: Error Metrics
- Module 9: Supervised Learning
- Module 10: Unsupervised Learning
- Module 11: Other Machine Learning algorithms
- Module 1: Tableau Course Material
- Module 2: Learn Tableau Basic Reports
- Module 3: Learn Tableau Charts
- Module 4: Learn Tableau Advanced Reports
- Module 5: Learn Tableau Calculations & Filters
- Module 6: Learn Tableau Dashboards
- Module 7: Server
Upcoming Batches for Master Program in Data Science
GangBoard provides flexible timings to all our students. Here are the Data Science Master Program Schedule in our branches. If this schedule doesn’t match please let us know. We will try to arrange appropriate timings based on your flexible timings.
Course Syllabus of Master Program in Data Science
Statistics Essentials for Analytics
All the topics in the following section will explain the basis of what it is, which scenario you want to use, What math behind it, How to implement with an analytic tool, what inferences you are getting from the final result.
- Understanding the Data
- Probability and its Uses
- Statistical Inference
- Data Clustering
- Testing the Data
- Regression Modelling
Data Science With R
Module 1: Introduction to R (Duration: 2Hrs)
- What is R?
- Why R?
- Installing R
- R environment
- How to get help in R
- R Studio Overview
Module 2: R Basics (Duration: 5Hrs)
- Environment setup
- Data Types
- Data Frames
- In-Built Data sets
Module 3: R Packages (Duration: 3Hrs)
Module 4: Machine Learning using R (Duration: 10Hrs)
- Linear Regression
- Logistic Regression
- Hierarchical Clustering – Agglomerative
- Random forest
- Naïve Bayes
Data Science With Python
Module 1: Introduction to Data Science (Duration: 1Hr)
- What is Data Science?
- What is Machine Learning?
- What is Deep Learning?
- What is AI?
- Data Analytics & it’s types
Module 2: Introduction to Python (Duration: 1Hr)
- What is Python?
- Why Python?
- Installing Python
- Python IDEs
- Jupyter Notebook Overview
Module 3: Python Basics (Duration: 5Hrs)
- Python Basic Data types
- IF statements
- Selection by position & Labels
Module 4: Python Packages (Duration: 2Hrs)
- Sci-kit Learn
- Mat-plot library
Module 5: Importing data (Duration: 1Hr)
- Reading CSV files
- Saving in Python data
- Loading Python data objects
- Writing data to csv file
Module 6: Manipulating Data (Duration: 1Hr)
- Selecting rows/observations
- Rounding Number
- Selecting columns/fields
- Merging data
- Data aggregation
- Data munging techniques
Module 7: Statistics Basics (Duration: 11Hrs)
- Central Tendency
- Normal Distribution
- Probability Basics
- What does mean by probability?
- Types of Probability
- ODDS Ratio?
- Standard Deviation
- Data deviation & distribution
- Bias variance Trade off
- Distance metrics
- Euclidean Distance
- Manhattan Distance
- Outlier analysis
- What is an Outlier?
- Inter Quartile Range
- Box & whisker plot
- Upper Whisker
- Lower Whisker
- Scatter plot
- Cook’s Distance
- Missing Value treatments
- What is a NA?
- Central Imputation
- KNN imputation
- Pearson correlation
- Positive & Negative correlation
Module 8: Error Metrics (Duration: 3Hrs)
- Confusion Matrix
- F1 Score
Module 9: Supervised Learning (Duration: 6Hrs)
- Linear Regression
- Linear Equation
- R square value
- Logistic regression
- ODDS ratio
- Probability of success
- Probability of failure
- ROC curve
- Bias Variance Tradeoff
Module 10: Unsupervised Learning (Duration: 4Hrs)
- K-Means ++
- Hierarchical Clustering
Module 11: Other Machine Learning algorithms (Duration: 10Hrs)
- K – Nearest Neighbour
- Naïve Bayes Classifier
- Decision Tree – CART
- Decision Tree – C50
- Random Forest
Module 1: Tableau Course Material (Duration: 5Hrs)
- Start Page
- Show Me
- Connecting to Excel Files
- Connecting to Text Files
- Connect to Microsoft SQL Server
- Connecting to Microsoft Analysis Services
- Creating and Removing Hierarchies
- Joining Tables
- Data Blending
Module 2: Learn Tableau Basic Reports (Duration: 5Hrs)
- Grouping Example 1
- Grouping Example 2
- Edit Groups
- Combined Sets
- Creating a First Report
- Data Labels
- Create Folders
- Sorting Data
- Add Totals, Sub Totals and Grand Totals to Report
Module 3: Learn Tableau Charts (Duration: 4Hrs)
- Area Chart
- Bar Chart
- Box Plot
- Bubble Chart
- Bump Chart
- Bullet Graph
- Circle Views
- Dual Combination Chart
- Dual Lines Chart
- Funnel Chart
- Traditional Funnel Charts
- Gantt Chart
- Grouped Bar or Side by Side Bars Chart
- Highlight Table
- Cumulative Histogram
- Line Chart
- Lollipop Chart
- Pareto Chart
- Pie Chart
- Scatter Plot
- Stacked Bar Chart
- Text Label
- Tree Map
- Word Cloud
- Waterfall Chart
Module 4: Learn Tableau Advanced Reports (Duration: 6Hrs)
- Dual Axis Reports
- Blended Axis
- Individual Axis
- Add Reference Lines
- Reference Bands
- Reference Distributions
- Basic Maps
- Symbol Map
- Use Google Maps
- Mapbox Maps as a Background Map
- WMS Server Map as a Background Map
Module 5: Learn Tableau Calculations & Filters (Duration: 6Hrs)
- Calculated Fields
- Basic Approach to Calculate Rank
- Advanced Approach to Calculate Rank
- Calculating Running Total
- Filters Introduction
- Quick Filters
- Filters on Dimensions
- Conditional Filters
- Top and Bottom Filters
- Filters on Measures
- Context Filters
- Slicing Fliters
- Data Source Filters
- Extract Filters
Module 6: Learn Tableau Dashboards (Duration :4Hrs)
- Create a Dashboard
- Format Dashboard Layout
- Create a Device Preview of a Dashboard
- Create Filters on Dashboard
- Dashboard Objects
- Create a Story
Module 7: Server (Duration: 5Hrs)
- Tableau online.
- Overview of Tableau Server.
- Publishing Tableau objects and scheduling/subscription.
IT Professionals as Trainers
Learning a technology with a professional who is well expertise in that solve 60% of your needs.
Fully Hands-on Training
We support any training should be more practical apart from theoretical classes. So, we always gives you hands-on training.
10000+ old students to believe
We satisfied 10000+ students from the day we started GangBoard. Take a look of our old student’s video reviews and it says all.
We are dead cheap in fees. We are having options to make the payment in instalments as well if needed.
Counselling by Experts
If you are in dilemma to choose a course, we are having experts in counselling team to help you with perfect projection of your career.
Own Course Materials
We have every course material to understand which is prepared by our trainers and we will share with you after session completes.
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Why Get Certified
GangBoard Certification is Accredited by all major Global Companies around the world. We provide after completion of the theoretical and practical sessions to fresher’s as well as corporate trainees.
Our certification at GangBoard is accredited worldwide. It increases the value of your resume and you can attain leading job posts with the help of this certification in leading MNC’s of the world. The certification is only provided after successful completion of our training and practical based projects.
Master Program in Data Science Exams & Certification
At End of our Master Program in Data Science Online Course, you will be assigned to work real-time projects. Once you completed the project with expected results we will verify and issue a globally recognised Master Program in Data Science Course Completion Certificate from GangBoard.
Complete Your Course & Get Certified
GangBoard Certification is Accredited by all major Global Companies around the world. We provide after completion of the theoretical and practical sessions to fresher’s as well as corporate trainees.Get Certified
Data Science Master Program Reviews
Activity from April 20184.8
Activity from Last Year1596 Reviews
GangBoard Total Reviews in all Medium21,596 Reviews
Hi, I completed my Data Science Masters Program training in GangBoard. GangBoard has provided me better training and infrastructure. My trainer is a real-time consultant and the training given by him is really Fabulous. I had a great time with GangBoard thanks to everyone.
GangBoard is the best training center for Data Science Masters Program. I did the Data Science Masters Program course in GangBoard. Training is Really good for inautix Employees. 100% practical one and we can clear any type of Data Science interview. Thanks to GangBoard.
Hi all, Want to share my experience in GangBoard. I completed my Data Science Masters Program courses in GangBoard. I got placed in HCL Chennai. They purely concentrate on quality training. The management is very nice and good. The key is real-time trainers in GangBoard. They are all IT professionals. Thank you GangBoard.