Online
- Duration / Course length: 1 To 2 Months Start now
- Certificates:
- Course delivery: This course is delivered in video format
Course details
Data analytics is the organizational process involving data collection, processing and analysis for both operational and strategic needs of the company and make data driven decisions. Dynamic business environment, pandemic and VUCA has enabled data analytics to emerge as the crucial part of decision making in all organizations for catering to ever changing needs of customers.
Why should I take Vskills Master in Data Analytics certification?
Vskills Master in Data Analytics certification helps candidates gain an all-round knowledge and develop skills for excelling in the data analytics. The certification covers the basics of data analytics and focuses on essential software tools used extensively for data analytics in companies of all sizes.
The certification covers-
- Microsoft Excel
- R programming language
- Python programming language.
Who will benefit from taking Vskills Master in Data Analytics certification?
The Vskills Master in Data Analytics certification is suitable for-
- Business managers, senior executives, executives
- CEOs and CIOs
- Data analysts
- Software developers and programmers
- Team Leads
- Students who want to make a career in analytics
Benefits of Certification
- Government certification
- Certification valid for life
- Lifelong e-learning access
- Learning Hours: 40+ hrs
How It Works
- Select Certification & Register
- Receive Online e-Learning Access (LMS)
- Take exam online anywhere, anytime
- Get certified & Increase Employability
- Duration: 60 minutes
- No. of questions: 50
- Maximum marks: 50, Passing marks: 25 (50%).
- There is NO negative marking in this module.
- Online exam.
TABLE OF CONTENTS
Analytics Basics
- Introduction to Data Analytics
- Descriptive Statistics Fundamentals
- Inferential Statistics Fundamentals
- Confidence Intervals
- Hypothesis Testing
- The Fundamentals of Regression Analysis
- Subtleties of Regression Analysis
- Assumptions for Linear Regression Analysis
- Dealing with Categorical Data
- Practical Example: Regression Analysis
- Introduction to Microsoft Excel
- Workbooks, Worksheets, Page Setup
- Moving Data
- Formulas and Functions
- Charts
- Sorting and Filtering
- Outlining and Subtotaling
- PivotTables
- Advanced Excel Functions
- Connecting to External Data
- Tables
- PivotTables
- Data Analysis
- Graphs and Charts
- Introduction to R Programming
- The Building Blocks of R Language
- Vectors and Vector Operations
- Matrices
- Data Frames
- Manipulating Data
- Visualizing Data
- Exploratory Data Analysis
- Hypothesis Testing
- Linear Regression Analysis
- Introduction to Python
- Python Fundamentals
- Milestone Project 1
- Object-Oriented Programming with Python
- Python Errors
- Python Files
- Python and Databases
- Type Hinting in Python
- Advanced Built-in Functions
- Advanced Python Development
- Python Web Scraping
- Managing Project Dependencies
- Decorators in Python
- Advanced Object-Oriented Programming
- Algorithms and Data Structures
- Python Libraries
- Introduction to Data Science
- Statistical Techniques
- Python for Data Science
- Exploratory Data Analysis (EDA)
- Machine Learning
- Linear Regression
- Logistic Regression
- Unsupervised Learning - K-Means Clustering
- Naive Bayes Probability Model
- Classification using decision trees
- Ensemble Methods – Random Forest
- Advanced Classification Techniques – Support Vector Machine
- Dimensionality Reduction Using PCA
Eligibility / Requirements
Anyone can apply for the online certification
About Vskills
Vskills is the largest certification body of India. We conducts skills testing and certification exam to improve employability. The certifications are quite popular and top companies hire Vskills certified professionals.Companies have benefitted by hiring pre-certified candidates from Vskills and also use the certifications for their in house employee appraisals. Certification helps in distinguishing individuals to demonstrate their domain knowledge or skills needed for a specific profile. So a professional certification offers tangible benefits to both the individual and the employer.
Tests are conducted in a secure and unbiased manner, and certificates are awarded based on merit of the candidates who qualify tests.
Vskills certifications are for relevant qualifications that help students/employees quantify and prove those skills that are valued by the employer and are in great demand.
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