Data analytics is the task of transforming raw data sets into operative insights. These insights are taken into consideration when making important strategic business decisions. This entire operation needs skilled experts like data scientists, BI analysts, etc. The data analytics classes in Bangalore offer you a holistic learning experience with substantial theoretical and practical knowledge. The city is a shelter for numerous educational institutions presenting data analytics training. This often leads to the need for clarity in choosing the best curriculum suited for you. This article will explore the overview of some notable institutions and the structure of their data analytics program.
Key Institutions Offering Data Analytics Course in Bangalore
- Learnbay- It offers a data analytics certification program. The certification is awarded by IBM. This program is suitable for learners having a minimum of 6 months of experience in the IT or non-IT sector. The qualification requisite is an undergraduate degree with a good scorecard. The course modules are maths, programming languages, statistical analysis, ML, data analysis tools, and Excel. The course covers all the latest tools and innovations exercised in the industry. The success of this curriculum is because of capstone projects, real-world projects, job assistance programs, and hybrid learning options.
- Indian Institute of Management Bangalore— They offer an advanced certificate program. The curriculum is curated for experienced professionals who are looking to strengthen their knowledge of data analytics. The components of this course are advanced analytics, statistical prototyping, and data imaging. This curriculum can be completed in a few months and offers both online and classroom learning.
- Simplilearn— Their curriculum is a postgraduate program in data analytics developed in partnership with Purdue University. The program comprises hands-on labs and projects using data imaging tools such as Matplotlib, Tableau, and Excel. It also covers advanced concepts like machine learning, R programming, and SQL.
- International Institute of Information Technology Bangalore— In alliance with Upgrad, it offers a postgraduate diploma in data analytics. The course targets upskilling experienced learners and covers topics like Python programming, machine learning, data visualization, and big data analytics. This program is delivered through online live sessions and includes projects and mentorship for effective learning.
- Great Learning— This institute, in collaboration with Texas McCombs, offers a postgraduate program in data science and business analytics. It is a comprehensive coursework offering expertise in predictive prototyping, data mining, and machine learning. Experienced trainers are part of the mentorship program and help solve real-world projects. Besides, online classes are conducted to meet the curriculum.
Coursework and Pivotal Components
- Overview of Data Analytics
- Fundamentals and importance
- Types of data sets and data processing
- Prefacing data analytics tools and software
- Statistical Analysis
- Statistics
- Probability and testing
- ANOVA regression analysis
- Programming for Data Analytics
- Python and R languages
- Data wrangling and analysis using NumPy & Pandas libraries
- Executing statistical prototypes and algorithms
- Data Visualization
- Theories behind data visualization and storytelling
- Usage of tools like Matplotlib, PowerBI, and Tableau
- Producing reports and dashboards
- Machine learning and Forecasting Analytics
- Supervised and unsupervised learning
- Learning algorithms like decision trees, clustering, and linear regression
- Model evaluation and optimization techniques
- Big Data Analytics
- Making familiar with big data analysis like Hadoop and Spark
- Processing and examining large data sets
- Apprehending NoSQL databases
- Projects
- Real-world projects for implementation of theoretical knowledge
- Case studies from various industrial domains like healthcare, retail, supply chain, manufacturing, etc.
- Opportunities for collaboration with peers and trainers for hands-on learning
Mode of Education and Flexibility
- Full-time courses
- Part-time and weekend classes
- Online and distance learning courses
- Hybrid learning
Advantages of Pursuing Data Analytics Course in Bangalore
- Industry connections and networking
- Experienced Instructors
- Access to all the recent data analytics tools and technologies
- Availability of a variety of data analytics career options
Conclusion
Bangalore stands out to be one of the supreme destinations for aspiring data analytics professionals. The robust infrastructure, comprehensive curriculum, industrial alliance, and vibrant tech job market are the reasons for its highlights. The data analytics courses across popular organizations are mostly designed for experienced professionals and thus mostly have the option of an online mode of learning. The variety of data analytics classes in Bangalore caters to the needs and career aspirations of professionals, making it an ideal place of choice to pursue your data analytics learning.