+91 9580 740 740 WhatsApp

Best 6 Advanced Data Analytics Courses For Career Enhancement

The Data Analytics industry is a fast-paced growing industry, which can be corroborated by the fact that in 2022 the Data Analytics Industry was valued at USD271.83 billion, in 2023 it is USD 307.52 billion which is expected to grow to USD 745.15 billion by 2030. Data Analytics is used in healthcare, entertainment, finance, manufacturing, retail, and telecommunication. With this growth comes a growing demand for experts too. Thus, in a bid to give you an edge in this competitive world, this article gives a brief description of the Advanced Data Analytics Courses offered by top-notch institutes.

Advanced Data Analytics Courses

Introduction to Advanced Data Analytics

Advanced Data Analytics is a set of sophisticated techniques and tools which are used to discover complex patterns, trends, and relations between different variables in large and complex data sets. They help businesses make strategic data-driven decisions which ultimately help in their growth and increased revenue generation. They help in getting a deeper insight into customer behaviour by analysing their preferences and buying behaviour. This helps in tailoring services, and products as per the customer’s behaviour. The real-time analysis of the success or failure of marketing campaigns helps companies to tweak the campaigns such that it drives more traffic and reduce unnecessary cost in failing ad campaigns. Since the results are more accurate it helps in more efficient resource planning, inventory control, and human resource planning. The future forecasts help in better planning which also helps in better risk management. The relations and patterns between different trends also lead to new innovations in services and products too.

Also, read here the excellent and most-opted:

Advanced Data Analytics Courses Curriculum

There are a plethora of Data Analytics Courses and Advanced Data Analytics Courses, between which a fresher can get confused. Here is a list of topics that are generally a prerequisite of all Advanced Data Analytics Courses to be taught:

  • Data or Text Mining
  • Advanced Excel for Data Analytics
  • Machine Learning
  • Forecasting
  • Data Visualization using TABLEAU
  • Semantic Analysis
  • SQL
  • Python Programming
  • Statistics
  • Power BI
  • DAX
  • Simulation
  • Complex Event Processing
  • Advanced Mathematics
  • Operating Systems
  • Big Data
  • R for Data Analytics
  • Artificial Intelligence
  • Regression Modelling

This list is a general compilation of the topics covered under any Advanced Data Analytics Course, but it depends upon the college which combination of topics they shoe to include in their course.

Top Advanced Data Analytics Courses

There are a plethora of institutes offering Advanced Data Analytics Courses, but as most of the students are aware, during placements employers look for candidates who have completed their education from renowned institutes, as this is the highest mark of good education. In a bid to guide aspiring Data Analysts, here is a list of some top institutes in the field of education, that offer Advanced Data Analytics Courses and a brief view of the course they offer: 

1. IIM SKILLS

IIM SKILLS is a leading ed-tech online teaching institute, featured in the list of leading institutes imparting Advanced Data Analytics Courses. It was founded in 2015 in Delhi. Since its inception, it has trained more than 35k students to date.

Data Analytics Course

  • Duration: 6 Months + 2 Months Of Internship ( Optional, Non-Paid)
  • Mode: Online
  • Fees: Rs. 49900 + 18% Taxes

Course Curriculum:

All the modules are covered over a span of 6 months or can be chosen by the student as per their requirement. The overall course subjects are as follows: 

  • Data Analytics Using Advanced Excel – 
  • Data Analytics using VBA
  • Data Analytics Using SQL
  • Data Analytics Using Power BI
  • Data Analytics Using Python 1
  • Data Analytics Using Python2
  • Data Analytics Using Tableau
  • R for Data Science
  • Data Analytics Using Alteryx

Special Features:

The Course Has Some Special Features, These Are:

  • The course is made keeping in mind the latest practices in the industry and is taught by professionals who already have rich experience in the same field.
  • All the latest tools which are being used in firms are taught to give that tech edge to the students.
  • The certificate awarded after the completion of the course is recognized by the Government of India.
  • The institute gives lifetime access to students to all the stored teaching sessions, reading material, recordings, and tools.
  • The course is online with options of weekend and weekday classes making it easier for working professionals and businessmen.
  • All the sessions are recorded are uploaded on the site, which is easy to access.
  • The institute offers a 2-month internship opportunity to students to put to practical use the training and assistance in clearing doubts during the entire internship.
Module NameImportant Topic
Module 1: Basic and Advance Excel
Introduction to Data Handling
Data Manipulation Using Functions
Data Analysis and Reporting
Data Visualization in Excel
Overview of Dashboards
Module 2: Visual Basic Application
Introducing VBA
How VBA Works with Excel
Key Components of Programming Language
Programming Constructs in VBA
Functions & Procedures in VBA
Objects & Memory Management in VBA
Error Handling
Controlling Accessibility of Your Code
Communicating with Your Users
Module 3: SQL
Basics RDBMS Concepts
Utilizing the Object Explorer
Data Based Objects Creation (DDL Commands)
Data Manipulation (DML Commands)
Accessing Data from Multiple Tables Using SELECT
Optimizing Your Work
Module 3.1: SQL Server Reporting Services
Basics of SSRS
Creating Parameters
Understanding Visualization
Creating Visualization Using SSRS
Module 3.2: SQL Server Integration Services
Understanding Basics of SSIS
Understanding Packages
Creating Packages to Integrate
Creating Project Using SSIS
Module 4: Power BI
Introduction
Data Preparation and Modeling
Data Analysis Expressions (DAX)
Reports Development (Visuals in Power BI)
Module 5: Data Analytics Using Python
Introduction to Basic Statistics
Introduction to Mathematical Foundations
Introduction to Analytics & Data Science
Python Essentials (Core)
Operations with NumPy (Numerical Python)
Overview of Pandas
Cleansing Data with Python
Data Analysis Using Python
Data Visualization with Python
Statistical Methods & Hypothesis Testing
Module 6: Tableau
Getting Started
Data Handling & Summaries
Reports Development (Visuals in Tableau)
Module 7: R For Data Science
Data Importing/Exporting
Data Manipulation
Data Analysis
Using R with Databases
Data Visualization with R
Introduction to Statistics
Linear Regression: Solving Regression Problems
Module 8: Alteryx
Overview of the Alteryx Course and Fundamental Concepts
Using the Select Tool to Rename Fields, Change the Data Type
Understanding the User Environment and Alteryx Settings
Filtering Data/Data Processing
Blending/Joining Data from Different Sources
Data Cleansing
Impute Values
Random Sample

Contact Information : 

Professional Courses from IIM SKILLS

Contact: +919580740740, [email protected]

You may also want to check:

2. Coursera 

Coursera is one leading online learning platforms globally. It was started in 2012 with a vision to provide good quality education to anyone, anywhere and anytime, as a lot of people get deprived of education due to different difficult circumstances. At present, it has trained more than 113 million people individually, in campuses, businesses, and even institutions. They have a partnership with more than 275 leading universities in the world and not only provide people access to their courses but also their prestigious certificates also. They are leaders in providing highly ranked Advanced Data Analytics Courses.

Google Advanced Data Analytics Professional certificate

  • Duration: 6 months
  • Mode: Online
  • Fees: Rs. 3461

Course Curriculum:

This course has mainly 7 modules which are:

  • Foundation of Data Science
  • Python’
  • Translating Data into Insights
  • The Power of Statistics
  • Regression Analysis
  • Machine learning

Course Features:

The following strengths of the course make it one of the top ranking courses among all Advanced Data Analytics Courses offered:

  • After the completion of the course, the certificate is awarded by Google which can be shared on LinkedIn too.
  • The course has options of completing it in 1 and 3 months depending upon the convenience of the students.
  • The Capstone Project with Google is a valuable experience for the students to get hands on practical industry relevant experience.

Contact Information: www. coursera.org

Recommended Reads:

3. Indian Institue of Management, Kozhikode & Emeritus

Indian Institute of Management Kozhikode is counted in the list of prestigious Business Schools not only in India but globally also. Its foundation was laid in 1996 and since then it has been garnering many accolades and accreditations. It was ranked No. 3 in India by the National Institute of Ranking Framework. The QS World University Ranking has ranked it at No.141 in the global list of Universities and at no 14 in the list of Asian Universities. It has been accredited by the Association of MBA(AMBA) UK, EQUIS, and AACSB.

Emeritus is a micro-learning platform that has been in existence for more than 12 years. More than 3 lac students from 200 countries have successfully completed different courses through this platform. It conducts more than 450 programs in different fields, in partnership with more than 75 well renowned Institutes globally, and has an association with more than 300 trainers who are experts in their fields. The courses they offer are top of the line Advanced Data Analytics Courses.

Advanced Data Analytics for Managers

  • Duration: 10 months
  • Mode: Online
  • Fees: Rs. 181500

Course Curriculum:

The course guides who are faculty in IIM Kozhikode focus on the following points : 

  • Introduction to Data Analytics & R
  • Understanding Data Structure
  • Data Visualization
  • Exploratory Data Analysis
  • Statistical Inferences
  • Basics of Modeling
  • Classification
  • Clustering
  • Text Mining and Social Media Analysis

Course Features:

The following advantages are connected to the course: 

  • The course teaches the students important Data Analytical tools like R, Python, Tableau, and Power BI.
  • There are ample case studies throughout the training course which are taken from real world examples.
  • Once students complete the course they may become alumni of IIM Kozhikode, depending on the discretion of the institute, which extends them plenty of advantages like networking with other peer members of the institute.
  • The Capstone Project gives the students practical knowledge of the obstacles and solutions faced in real world situations.
  • Emeritus prepares the students after the completion of the course for job placements by giving them soft skills training, conducting mock interviews, and building their resumes and portfolios. They are partners with over 400 companies for student placements.

Contact Address:

  • Telephone No.: +91 8277998590
  • Website: www.emeritus.org

Also Read:

4. E & ICT Academy (Indian Institute of Technology, Kanpur & Simplilearn)

E & ICT Academy was started as a student ongoing learning division, by IIT Kanpur in collaboration with the Ministry of Electronics and Information Technology (MeitY). It was established in 2016.

IIT Kanpur was established in 1959 and is counted amongst the top ranking engineering institute in India. It is ranked No. 4th by NIRF in their ranking of best engineering colleges in India. It is ranked No 264th by QS World University Ranking list. 

Simplilearn is the world’s leading online digital skill provider institution. It was founded in 2010 and has branches in San Fransico, California, and Bangalore. It has trained more than 50 lac students and conducts more than 400 courses. It is in collaboration with more than 40 top universities and colleges for conducting online courses.  

Advanced Professional Certification Course in Data Analytics

  • Duration: 11 months
  • Mode: Online
  • Fees: Rs. 135900

Course Curriculum:

The course is conducted by experienced trainers from IIT Kanpur and it is designed on the training models of Simplilern. The following topics are covered in this course: 

  • Introduction to Data Analytics
  • Business Analytics with Excel
  • SQL
  • Programming Foundation and Data Analytics with Python
  • Data Analytics with R
  • Tableau Training
  • Capstone Project

Special Features:

The highlights of this program are as follows : 

  • The certificate awarded after the course completion is awarded by IIT Kanpur and MeitY, which carries high credibility when applying for any job placement. 
  • The Capstone project is in 3 domains which gives the students much better exposure as compared to any other Advanced Data Analytics Courses.
  • The course is conducted by experienced professors of IIT along with live master classes with mentors who are industry experts.
  • The course includes more than 25 projects which are related to Walmart, Amazon, Uber, and other well known companies.
  • Simplilearn helps students be job interview prepared by taking mock interviews, building resumes, and portfolios, and assistance in job placements as it has placement partnerships with more than 400 companies.

Contact Details:

  • Telephone No: 1800 212 7688
  • Website: www.simplilearn.com

Must Check here the top-ranked:

5. Intellipaat & Indian Institute of Technology, Roorkee

Intellipaat is one of the leading e-learning portals globally which has trained over 6 lacs students worldwide. It has partnered with many leading educational institutes to offer leading Data Analytics Courses to students. 

IIT Roorkee is ranked at No.6th Institute in India in the field of “Engineering”. It has been ranked at No. 175 in the list of “Engineering & Technology” universities by QS World University Ranking and stands at No.369th in the world university ranking by QS for “ best institute” in 2023. In 2023 it has also been voted as No. 114th best institute in Asia by QS Rankings

Executive Post Graduate Certification in Data Analytics

  • Duration: 11 months
  • Mode: Online
  • Fees: Rs. 150024

Course Curriculum:

The course is conducted under the tutelage of IIT Roorkee professors who are holders of prestigious Ph.D. degrees and are also experts in this field. They give extensive training on the following subjects: 

  • Data Transformation using SQL
  • Excel Analytics
  • Python Programming
  • Inferential Analytics
  • R- Programming
  • Machine Learning for Analytics
  • Business Problem Solving, Storytelling, and Insights
  • Tools for Data Analytics
  • Data Modeling
  • Visual Analytics with Power BI
  • Analytics Using Spark
  • Data Analytics Capstone Project
  • Business Case Studies
  • Job Readiness

Special Features:

This course is conducted by iHub which is a joint initiative of the Government of India Department of Science and Technology and IIT Roorkee in partnership with Intellipaat and has the following strong points : 

  • The Executive Post Graduation Certificate in Data Analytics which is given to the students after the completion of the course is awarded by IIT Roorkee and DATE.
  • Intellipaat has more than 400 company collaborations for job placements for students. 
  • Students get to work on case studies that have different degrees of complexity, enhancing their problem solving and decision making abilities, especially in cases related to real life scenarios.
  • A capstone project ensures a strong portfolio for the student along with industry exposure.
  • Students get a chance to be part of a 2 day college campus immersion program by IIT Roorkee, and they get to be a part of the placement pool of IIT Roorkee after clearing their job readiness exam.
  • The Institute also offers to the top two students a scholarship of Rs.80000 and also a startup funding of Rs.1cr.
  • The program is in collaboration with Microsoft, which awards an additional industry recognised certificate.

Contact Information : 

  • Website: www.intellipaat.com

6. Indian Institute of Technology Madras & Intellipaat

Indian Institute of Madras is one of the leading technology institutes among the list of top institutes providing Advanced Data Analytics Courses. It has been ranked as the No.1 Institute in India in the field of “Engineering” by NIRF in 2022. The government of India has awarded it with the title “Institute of Eminence”. It has been listed as No.4 among Indian Universities and no. 250 among World University Rankings by QS for 2023. It has formed a collaboration with Intellipaat which is a leading e-learning online institute. Intellipaat was initially started as a Hadoop training institute and at present it offers more than 150 technical courses. It has designed programs in collaboration with tech giants like IBM and Microsoft. To date around 6 lac students have successfully passed out of the institute.

Advanced Certification in Data Analytics for Business

  • Duration: 7 months
  • Mode: Online
  • Fees: Rs. 100035

Course Curriculum:

The course is taught by expert trainers from IIT Madras, and covers the following topics: 

  • SQL
  • Microsoft Excel
  • Python
  • Statistics and Probability
  • Machin Learning
  • Business Problem Solving, Insights, and Storytelling
  • KNIME
  • Data Modelling
  • Data Warehousing
  • Visualization using Power BI 
  • Analytics using Spark
  • Data Analytics Capstone Project
  • R Programming

Special Features:

Since the course is conducted at IIT Madras, that in itself is a mark of quality education, apart from that it has the following strong points:

  • Upon completion of the course, a certificate of Advanced Certification in Data Science and BA from IIT Madras is given to all students who complete the course.
  • All the sessions are designed with practical usage in mind, thus, they help practically in the career orientation of students.
  • During the course, a number of case studies and assignments are given to students to understand the practical implementation of the theory taught.
  • The biggest advantage of this course is the Capstone Project which on the one hand exposes the student to real-world work, they learn how to come up with solutions and how to hone their decisions making abilities.
  • Intellipaat provides placement support to students after their completion.
  • Soft skills, resume building, portfolio building, and job preparation are all a part of the training program.
  • IIT Madras gives the option of campus immersion to students.

Contact Information:

  • Website: www.intellipaat.com

Conclusion

In conclusion, data and technology are changing the world. Innovations in digital technology and data analytics have changed the way businesses operate. Long gone are the days when data was stored in ledgers or in computer folders, to make assumption-based decisions. For a company to keep growing and innovating, it has no other choice but to take the path of adoption of the latest technologies and tools to not only grow but get an edge in the competitive world. 

With this demand in adopting the latest complex technology, also comes the demand to hire experts, because as the industry is growing so is the volume of data and the variations. These volumes and changes are not possible for a company to handle with traditional methods. To understand the system and get the best out of the technology, it is impertinent to hire an expert. Since almost all the industries like healthcare, telecommunications, finance, retail, manufacturing, and even the entertainment industry are relying on Advanced Data Analytical tools, the demand for experts is also rising. Thus, to get an edge in this competitive world, it is always advisable to invest in Advanced Data Analytics Courses. The course helps the students gain valuable insights into the handling of these tools. The trainers who themselves are experienced professionals, foster a tradition of continuous learning in students. Thus, investing in a good Advanced Data Analytics course from a renowned industry now will definitely reap multiple benefits for the students in terms of position, salary, and prestige.

FAQs

Q. What is Advanced Data Analytics and how is it different from Data Analytics?

Advanced Data Analytics is a set of sophisticated techniques and tools to get a deeper insight into large data sets. These tools discover hidden patterns, trends, and a relation between the patterns to arrive at conclusions that have a huge impact on future strategic decision-making. These decisions in turn help the company increase its growth potential, innovate and gain an edge in the competitive market.

Data Analytics on the other hand focuses on historical data to understand the trends and patterns and their impact on past sales, operations, and other areas of the company. Data Analytics is not suitable to handle unstructured data and without their assistance, future forecasting cannot be done.

Q. What are the benefits for students who complete any Advanced Data Analytics Courses?

There is a growing demand for experts in Advanced data Analytics in all sectors like finance, healthcare, retail, and other industries. The starting position, salary package, and chances of growth for any aspiring student who has completed an Advanced Data Analytics Course are much faster and higher as compared to others. Thus, investing in any Advanced Data Analytics Course will always be advantageous for a student.

Q. What are the prerequisite educational qualification and work experience required for enrolling in any Advanced Data Analytics Course?

Most colleges require the student interested in enrolling in any Advanced Data Analytics Course to be a minimum graduate in any stream with an average passing score of 50%. Most of the institutes do not require any prior work experience but a few renowned colleges require a minimum of 1 year of experience in the same field.

 

Geetanjali Pantvaidya is a Post Graduate in MBA Marketing from Army Institue of Management Kolkatta. A Y2k batch pass out , She started her career with Caltiger.com which the country’s first free ISP. She has over 12 years experience in marketing working in the telecom industry, banking , insurance and the education industry. Hailing from an army family background, the love for travelling was deeply rooted in her veins since childhood, thus, her stint as a travel manager with Thomas Cook. She embarked on her journey as a content writer with a travel company.

Leave a Reply

Your email address will not be published. Required fields are marked *

*