POP on Business Analytics
Intermediate
Overview
Business Analytics Course With Placement
In today’s fast-paced business world, data is the driving force behind success. Our Business Analytics Course With Placement is meticulously designed to empower you with the ability to unravel complex data, extract valuable insights, and drive growth. Whether you’re a recent graduate or a professional looking to upskill, our course caters to diverse backgrounds and paves the way for a data-focused career.
The Placement Oriented Program on Business Analytics at Cranes Varsity is a highly specialized training program designed to equip students with the skills and knowledge required to excel in the field of business analytics. With a strong emphasis on practical training and industry relevance, this program prepares students for successful careers in data-driven decision-making.
The curriculum of the program covers a wide range of topics essential to business analytics, including data visualization, statistical analysis, predictive modeling, data mining, data storytelling, and business intelligence. Students learn how to collect, analyze, and interpret data to derive valuable insights and make informed business decisions. The program also focuses on using popular analytics tools and software to work with real-world data sets.
Why Choose Our Business Analytics Certification Program?
At Cranes Varsity, we understand that the modern business landscape thrives on data. Our Business Analytics Certification Course is meticulously crafted to equip you with the skills, knowledge, and practical experience needed to navigate this data-rich environment with confidence.
Cranes Varsity understands the importance of industry collaboration in the field of business analytics. As such, the institute maintains strong partnerships with leading companies and industry experts. This collaboration facilitates guest lectures, workshops, and industry visits, providing students with exposure to the latest trends and technologies in the field. It also opens doors to internship opportunities and potential job placements.
To enhance students’ employability, the program also focuses on developing essential soft skills, such as communication, critical thinking, and problem-solving. Students receive guidance on resume building, interview preparation, and career counseling, ensuring they are well-prepared for the job market. The dedicated placement cell at Cranes Varsity assists students in connecting with industry recruiters and organizing placement drives, maximizing their chances of securing lucrative job offers in top analytics firms.
By enrolling in the Placement Oriented Program on Business Analytics, students gain a strong foundation in business analytics concepts, along with practical experience and industry exposure. This program prepares them for roles such as business analyst, data analyst, data scientist, or analytics consultant. With a focus on practical training, industry collaboration, and job placement, this program equips students with the skills they need to thrive in the dynamic and evolving field of business analytics.
Business Analytics Course Content
- Introduction to databases and RDBMS,
- Database creation, concept of relation and working examples Creating tables.
- Design view of the table, Alter table operations & Key Constraints
- Read, update and delete operations on tables. Working with nulls
- Querying tables: Select statement, examples and its variations
- Filtering, Sorting, Predicates and working examples
- Joins in SQL and working examples
- Insert, Update, Delete operations and working examples Scalar functions in SQL and working examples
- SQL set based operations and data aggregation
- Sub-queries in SQL Â Â Â Â Â Â
- Normalization and de-normalization: Views and Temporary tables
- Transactions in SQL
- SQL programming
- Creating stored procedures, Cursors in SQL
- EBS(Elastic Block Storage),VPC
- EBS volumes and Snapshots
- RDS
- Introduction to Python
- Python Data types and Conditions
- Control Statements
- Python Functions Default arguments
- Functions with variable number of args
- Scope of Variables
- Global specifier
- Working with multiple files
- List and Tuple
- List Methods
- List Comprehension
- Map and filter functions
- String
- List comprehension with conditionals
- Set and Dictionary
- Exception Handling
- File Handling
- Business Analytics Specialization
- NumPy
- Vectorization
- Broadcasting
- Slicing of Matrices
- Filtering Array Creation Functions
- NumPy Functions across axis
- Stacking of arrays
- Matrix Calculation
- Pandas Series
- Data Cleaning
- Handling Missing Data
- Pandas Data frame
- Selection Data (loc, iloc)
- Filtering Data Frames
- Working with Categorical Data
- Grouping & Aggregation
- Merging Data Frame(concat, merge)
- Sorting Data Frames
- Importing csv files
- Importing Excel Files
- Creating graphs using Matplotlib
- Customizing Plots
- Saving Plots
- Scatter Plot, Line Graph
- Bar Graph, Histogram
- Subplots
- Seaborn
- Matplotlib
- Logarithm
- Python Scipy Library
- Mean Absolute Deviation,
- Standard Deviation
- Probability and Distribution
- Normal Distribution and Z Score
- Descriptive and Inferential Statistics
- Binomial Theorem
- Visualizing Data
- Mean, Median, Mode
- Hypothesis testing
- Variance: ANOVA
- Percentile,
- Inferential Statistics
- Statistical Significance
- Log Normal Distribution
- Chi-square test, T test
- Data Preprocessing
- Standardization and normalization
- Ordinal, frequency encoding
- Transformation
- Understand what is Machine Learning
- Regression
- Logistic regression
- Supervised machine learning
- Simple linear regression
- Naïve Bayed Classification
- Unsupervised machine learning
- Multiple linear regression
- Decision tress and its types
- Train test split the data
- Performance measure for regression
- K Nearest Neighbour Classification
- ML Workflow for project implementation
- MSE, R-Squared, MAE, SSE
- Performance Measure for Classification
- Classification Various types of classification
- Accuracy,
- Recall, Precision, Fmeasure
- Tableau Introduction
- Traditional Visualization vs Tableau
- Tableau Architecture
- Working with sets
- Creating Groups
- Data types in Tableau
- Connect Tableau with Different Data Sources
- Visual Analytics Parameter Filters
- Cards in Tableau Charts, Dash-board
- Joins and Data Blending
- Tableau Calculations using Functions
- Building Predictive Models
- Dynamic Dashboards and Stories
- Introduction to excel
- Viewing, Entering, and Editing Data
- Introduction to Data Quality
- Intro to Analyzing Data Using Spreadsheets
- Converting Data with Value and Text
- Apply logical operations to data using IF
- Charting techniques in Excel
- Interactive dashboard creation
- Data analytics project using Excel
Placement Statistics
FAQs
Testimonials
First of all, I would like to extend my thanks to each and every member of Cranes Varsity. We were taught from the very basics of Embedded Systems Design which made it easier for students from all levels. I would like to extend my vote of thanks to cranes varsity to provide me with numerous opportunities.
Cranes are one of the top embedded training institutes in Bangalore. It has been a wonderful learning experience in Cranes Varsity. The training in every module of embedded systems at Cranes was effective. It provides a good platform for embedded systems. Cranes helped me get a job in the embedded industry.
It was a great experience in Cranes. My dream was to get into the embedded domain. As a fresher, it is difficult to get into the Embedded Design field, but Cranes made a huge difference in my career by giving the best training and placement assistance provided by Cranes. I would like to say Cranes is the best to choose for those who dream of embedded opportunity.
I take this opportunity to thank “CRANES VARSITY”, one of the best-embedded training institutes which are helping students to get into the best company to build their career. I thank all the trainers who enhanced my knowledge in every subject and the placement team for giving me the best opportunities in the field of embedded. Thank you for all your support.
Cranes varsity is the best Embedded Training Institute to learn both practical and theoretical knowledge. It is the best place to gear up your career in a core embedded industry. Management and faculty member support till you get placed. They provided lots of opportunities to me. The embedded Course modules that we learnt here are systematic, and I immensely earned great knowledge.
I am happy for Cranes for giving a platform and providing opportunities for attending the interview. Modules test, Mock test really helps to clear any company written test/ interview. Trainers were excellent at explaining and clarifying the doubts. I am very thankful to Cranes Varsity.
Cranes varsity is the best platform to improve your technical skills in Embedded System Design. Their dedication towards teaching modules and interaction with the students is commendable, which made me achieve good skills for my career growth in the electronics/semiconductor industry.
Happy to say that I am placed in Lekha Wireless. Cranes are one of the best Embedded Training Institutes. The way of teaching in Cranes is good. I thank the management and faculty for the guidance and opportunity.
If not Cranes, I would have been doing a job of not my interest and passion. Cranes provided me with the platform to start my career and knowledge about corporate life and requirements. “Thank you, Cranes” would be an understatement.
Ankita Saigal
Placed in Robert Bosch
Santhosh SM
Placed in L&T Technology
Mayur MN
Placed in L&T Technology
Chandru V
Placed in Avin Systems
Hemanth Kumar
Placed in Caravel Info Systems
Ankit Ahalawat
Placed in AK Aerotek Software
Nithin G
Placed in Moschip Semiconductor
Amitha Pankaj
Placed in Lekha Wireless
Sidharth S
Placed in L&T Technology
