Advanced Business Analytics with Python

Home > Data Science >Advanced Business Analytics with Python

Ask us everything about the program
_
Overview
  • Get Recognised
    Like 84% of our learners, get recognised at work for your analytical skills.
  • Job Opportunities
    Complete business analysis course online and become a candidate for over 2,00,000 jobs.
  • Who Should Attend
    Engineering, IT, commerce & finance students
  • Salary Packages
    The average pay for an entry-level Business Analyst is ₹4.8 lakhs per year.
  • Expert Faculty
    Learn from vastly experienced data scientists and Python programmers.
Get Recognised
Like 84% of our learners, get recognised at work for your analytical skills.
Job Opportunities
Complete business analysis course online and become a candidate for over 2,00,000 jobs.
Who Should Attend
Engineering, IT, commerce & finance students
Salary Packages
The average pay for an entry-level Business Analyst is ₹4.8 lakhs per year.
Expert Faculty
Learn from vastly experienced data scientists and Python programmers.
_
Course Curriculum
1.1 What is Business Analytics?

Describe business analytics
Describe the evolution of analytics beginning with “scientific management” to its present form
Describe the differences between analytics and analysis and explain the concept of insights
Describe the broad types of business analytics

1.2 A Case for Business Analytics

Describe how organisations benefit from using analytics

1.3 Understanding Data

Describe the importance of data in business analytics
Describe the differences between data, information and knowledge
Describe the various stages that an organization goes through in terms of data maturity
Explain what an organization can do in the absence of good quality data

1.4 Business Analytics, Business Intelligence and Data Mining

Explain the differences between Business Analytics and Business Intelligence
Describe the two major components within Business Analytics and Business Intelligence
Understand how Data Mining as a technique helps both Business Intelligence and Business Analytics

1.5 Analytical Decision-Making

Describe the analytical decision-making process
Describe the characteristics of the analytical decision-making process

1.6 Analysing Business Problems Using Key Questions

Describe how a business problem can be broken down repeatedly into key questions and then answered through analytics
Describe the characteristics of a good key question

1.7 Skills of a Good Business Analyst

Identify the skills of a good business analyst

1.8 Future of Business Analytics

Describe the current trends that are likely to shape the future of business analytics

1.9 Big Data Analytics in the Enterprise

Describe the characteristics of big data
Describe how hardware and software technologies are helping analytics handle extremely large volumes of data

2.1 Social Media Analytics

Define social media analytics
Describe the capabilities and common goals of social media analytics

2.2 Need For Python

What is Python?
Progress of Python
Success of Python
Programming Model of Python

2.3 Introduction to Python

Python Installation
Introduction to Python using Jupyter Notebook
Simple Input/Output
Basic Data Types
Control Structures
Arithmetic Operators
Logical Operators

2.4 Python Programming

Strings, Lists
Tuples & Dictionaries
Introduction to Functions
Parameters and Arguments
Recursion
Data Processing using Pandas and Nampy
Introduction to Modules & Packages

2.5 FILE Input/Output

Path and Directory
File Operations
Reading and Writing to Files
Advance File I/O

2.6 Basic Statistical Concepts and Types of Data

Define statistics and its use in business
Describe the types of data
Describe the basic statistical concepts

2.7 Sampling Techniques

Explain the concept of sampling and why it is necessary
Describe the various techniques for sampling
Describe a good sample

2.8 Frequency Distributions and Measures Of Central Tendency

Describe frequency distributions
Explain the various measures of central tendency

2.9 Variability and Shape

Explain the different measures of dispersion
Explain the different measures of shape

3.1 One-way Analysis of Variance

Explain the concept of ANOVA
Calculate ANOVA using Python
Test a hypothesis using ANOVA

3.2 Correlation

Evaluate the statistical relationships between two random variables and understand the measure of correlation
Identify and quantify the correlation between two datasets using Python
Explain the concepts of correlation versus causation

3.3 Linear Regression

Explain how to model statistical relationships between two data series using linear regression
Create a linear regression model to forecast values using linear regression in Python

3.4 K-Means Clustering

What is clustering?
K-Means Clustering using python
NbClust

3.5 Time series

Introduction to time series data
Time series forecasting using Moving Average
Time series forecasting using Naïve forecasting

3.6 Linear Programming

Explain the concept of linearity
Describe linear programming
Formulate a linear programming problem

3.7 Linear Programming – Allocation Models

Describe allocation models in linear programming
Solve allocation model problems in linear programming using Python

3.8 Linear Programming – Covering Models

Describe covering models in linear programming
Solve covering model problems in linear programming using Python

_
Frequent Questions we get
Is the price of the program inclusive of taxes?

The price mentioned on the page is inclusive of all taxes and you do not have to pay anything over and above that.

Is this a distance or online program?

This is an online program, available in 1 mode – Online with live sessions by experts.

Is there any option of online classes?

No. Online with live sessions by experts is the only options available.

What is the duration of Advanced Business Analytics program with Python?

The duration of all our courses is 90 days. You can become an expert Business Analyst by spending just 1 hour every day for 90 days.

What are the unique features of this program?

We provide hands-on experience with Excel and Python along with seamless access to reading materials, videos, case studies.

How and when are the exams conducted?

The exams window is activated 1 month after the course purchase. You will get 3 attempts to clear the certification. Please note that there should be a minimum gap of 7 days between each attempt.

If I clear the assessment in the first attempt, is there a scope for improvement?

Yes. There is. Even after clearing the assessment in the first attempt, you can go for the remaining 2 attempts. The best grade among the 3 assessments will be considered as the final grade for certification.

Do I have to pay separately for the exam

The exam fee is included in the fee. You will not be charged anything extra for it.

What is the passing mark?

The minimum marks that you need to pass are 50%.

What if I am not able to pass the exam in the first attempt?

No worries at all. If you are not able to pass the exam in the first attempt, you will get two more attempts and we will not charge you a single rupee for it. Just note that there should be a minimum gap of 7 days before taking the re-exam.

How is the curriculum designed?

The Business Analyst Certificate Training includes 26 modules wherein 10 modules are based on statistical tool and concepts, 10 are based on analytical concepts and rest on Python.

Other than the course modules, what will I learn from the program?

Besides the extensive course material, you will also be provided Excel solver tool and Python tool.

What are the payment options?

You can pay through your debit card or net banking in one shot. You can also pay by Credit Card from all the leading banks. EMI Option can be availed when using a credit card (interest will have to be borne by you).

Once I Register, what are the next steps?

As soon you pay for the course, you will be provided with a login and password to access EDUNXT.MANIPALPROLEARN.COM. You can find all the information and study material related to your course on EDUNXT.MANIPALPROLEARN.COM. You can access this platform 24x7, download PDF files of study material and chat with faculty when in doubt.

What will I be qualified to do upon completing the Business Analytics Certification?

Upon successful completion, you will become an expert in optimising business situations, taking effective business decisions and get a competitive edge in the fast-paced and competitive field of Business Analytics using Python as a tool.

I’m not a techie. What background knowledge is necessary for this course?

No previous knowledge or experience is required, but elementary statistical knowledge will prove helpful.

For how long will I have access to the course materials?

You will have 12 months of access to the course material.

When will the webinars be conducted?

The webinars are conducted from the next month of your enrollment. These webinars are live, wherein you will be able to interact with the faculty.

When will the webinars take place and what will be their timings?

Each webinar session will be for 2 to 2 ½ hours. Webinars are generally conducted during the weekend. The date and timing of the webinar will be shared 4-5 days in advance, via e-mail.

Do I need to go to a particular location to attend the webinar?

No, webinars are conducted online and can be accessed from anywhere.

What if I miss the webinar?

At Manipal ProLearn, you will never lose a lecture. In case you are unable to attend the live webinar, you can access the recorded version of the webinar on the EDUNXT.MANIPALPROLEARN.COM (Learning Management System).

Can I see the recorded version of the webinar, even if I have attended the live version?

Yes, of course. You can watch all the recorded version of all the 10 webinars, how many ever times you want.

What is the relevance of the certification?

The Advanced Business Analytics with Python certificate offered by Manipal ProLearn on the successful completion of the course is industrially recognised and has global acceptance.

When will I get the certificate?

You can download the e-certificate as soon as you complete your assessment. No hard copy certificates will be provided.

Does the program provide job assistance services?

While we ensure the students get in-depth knowledge and develop their skills in applying their learning, we do not provide job assistance service yet.

What If I have more queries?

In case, there is something more that you want to know, then please do call us at our toll-free number 1800-103-5941 or drop us a mail at support@manipalprolearn.com.

Didn’t find your question here? What would you like to know?
Ask a Question   add_circle_outline
_
Read up our trending blogs
Back To Top