Top 10 Data Science Courses In Khanna With Placements

by Pallabi Shome | Nov 2, 2024 | Courses, Data Science

Digital data administration and corrective management have become a crucial protocol for industries and businesses flourishing on data patterns and the latest trends optimizing their resources and product development accordingly. Such efficient data management has led them to structure and build resilient data models that are forming the core of digital services and products leading technological innovation and as a result, helping such businesses to recognize and comprehend customer needs and cater to them accordingly for driving a successful marketing strategy. As a result, the need for data science practices and methodologies has strongly captivated such industries relying on advanced strategies and techniques in data science that range from collection and data storage, data evaluation and sampling, exploration and visualization, and more. Such a need demonstrates the craze of data science as a profession and offers multiple job roles and designations. Some of the top data science courses in Khanna are listed in this article along with the curriculum and specialized features and job assistance in hiring firms.

To equip students and professionals with such data science practices and knowledge, the data science institutes in Khanna are offering significant course programs in the domain.

Brief overview of the city in Ludhiana, Punjab – Khanna

Khanna is a municipal council and a city in the Ludhiana district of Punjab, India named after the word quarter in Punjabi meaning a tiny portion.

Khanna is quite famous for its grain market in Asia situated around 40 km from Ludhiana main city in NH1 having a population of around 12900 with diverse religious groups and communities inhabiting the place.

It has certain historical significance along with being an agricultural centre in terms of its food grain production and supplies in India as well as in Asia.

Some popular cities and places surrounding Khanna are Mohali, Saurur, Amritsar, Kapurthala etc. It has Fatehgarh Sahib situated near it which is a famous tourist spot along with some market places located here where wheat is a primary item thus making it a famous place in Punjab.

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Data Science as a Scientific Discipline: Meaning and Top Data Sources

Data Science is an interdisciplinary learning domain involving advanced scientific analysis and research of structured and unstructured data sets and models including hypothetical questions and solutions to critical data problems through its range of practices from collection, storage, evaluation, exploration, and reporting the findings.

Data science is an integrative science of the application of varied subject knowledge and methodologies of disciplines like statistical analysis, advanced mathematical computation, computer science engineering and programming curriculum, information technology, and more.

Data Science incorporates key data analytical tools like machine learning automation, neural networking with deep learning, SQL querying of data models, and business intelligence with Power BI, tableau, and Python programming for data modelling and visualization.

Such data science is based on data obtained from key data sources like the Internet of Things devices, servers, satellites, surveillance portals, web traffic, and various digital mediums.

Significant Features of Data Science Courses and the Job Roles in This Domain

Data Science courses and programs are available now in top institutes and universities along with various online platforms and open-sourced portals that offer certification curricula in the domain that are both flexible in their schedule along with having high-end industry recognition and affiliation.

Such courses cover important components of data science emphasizing developing expertise and knowledge of data science concepts like data mining techniques, application of programming languages like Python and R in data manipulation and modelling, machine learning algorithms, and more.

Apart from such theoretical curriculum, the course programs also put rigorous emphasis on practical learning both through live online sessions conducted by mentors as well as in offline mode in classrooms incorporating project work and industry-aligned capstone projects and internship opportunities with top firms.

Such courses cover modules in Python and R programming, Power BI for DAX modelling and data visualization, tableau for data handling and calculations, SQL for querying and data manipulation, machine learning, Alteryx, and more.

Such courses have dedicated cells for job assistance and portfolio development for working in big firms and corporate agencies with tie-ups and collaborations along with access to their resources and learning portal for lifetime usage.

Thus, such data science courses are highly beneficial for both working professionals to hone their data analytical skills for better job titles as well as for beginners who want to build careers in this domain. Some of the top data science job roles include that of a business data analyst, data scientist, ML engineer, data architect, database manager, and more.

Such courses offer the necessary skills and data science knowledge to conduct data analysis and help businesses build their business strategy and decisions.

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Here’s a List of the Top 10 Data Science Courses in Khanna

1. IIM SKILLS:

IIM SKILLS is an educational and pioneering technology-friendly learning and course provider with global candidates enrolling in their various program specializations having world-class infrastructure and master certification curriculum.

The institute ever since 2015 has been imparting educational excellence with tools-based learning and career support making it one of the top data science institutes in Khanna.

It offers a highly specialized MBA degree curriculum in data science learning with extensive learning and quality case studies and practical sessions conducted by leading mentors along with having sessions in top analytical tools and technology within affordable course fee.

Course Features:

• Total 11 months of full-time MBA duration
• 160+ hours of dedicated interactive sessions
• 100+ hours of training in practical modules
• More than 10 Live and real project works in the domain
• 24*7 support assistance
• Experienced and qualified guides and mentors
• Guaranteed internship
• Interview and placement support
• Master Certificate

Course Syllabus:

• Statistics and probability learning with SND, variables, random variables, etc
• AL and Machine learning with data classification, supervised and unsupervised learning, deep learning modules
• Tableau for data handling and summarization etc
• Power BI for data manipulation and visualization with DAX
• Python with lists, strings, sets, core, and more
• SQL with a query editor, DBMS commands, etc
• Alteryx for interface designing etc.

JGND of Punjab State Open University is one of the first Open Universities in Punjab State established in 2019 has an extensive learner support center for imparting education and degree curriculum to a wide range of learners.

It follows a multi-disciplinary learning approach having quality post-graduate and under-graduate programs with quality faculty making it one of the sought-after data science institutes in Khanna.

It is offering a bachelor of Science program in data science learning under UGC with a credit system having skill skill-based curriculum with core, electives, and skill enhancement modules.

The course has an elaborate syllabus covering IT and problem-solving, operating systems, data mining, mathematical application, and more making it one of the top data science courses.

Course Features:

• Total 3 years course program
• 6 semesters curriculum with 4 papers
• Dedicated faculty conducting lecture sessions
• Real-world practical learning
• Job support
• Degree certificate

Course Syllabus:

• Operating system and statistical foundation learning
• Introduction to logic labs and system labs
• Data mining with visualization and DBMS modules
• Data preparation lab modules
• Machine learning and data communication networking
• Big data management with deep learning lab
• Applications of data analytical labs

3. The Knowledge Academy:

The Knowledge Academy is an immersive and quality learning and academic institute known for its excellence in modules certification programs and courses with a global presence in more than 190 countries across the globe making a significant impact on learning.

The institute has an extensive training curriculum in each course structure enabling candidates to have an enriched learning experience along with job exposure making it one of the top data science institutes in Khanna.

It offers a data science and analytics course program covering key data practices like basics of visualizations, data wrangling techniques programming data structures, and more.

The course has an online mode of curriculum with expert sessions making it one of the sought-after data science courses institutes in Khanna.

Course Features:

• Online mode of instruction with a self-paced learning structure
• Extensive sessions by qualified mentors
• Portfolio building
• Job support
• Certificate

Course Syllabus:

• Data Science basics with data types, pipelines, etc
• Data wrangling methods with data acquisition, collection techniques, etc
• Data mining process with tasks and regression etc
• Data visualization with charts and elements
• Data manipulation process with structuring and sampling
• Big data technology learning

4. Eduonix:

Eduonix is a pioneer training and skill enhancement platform with quality pedagogy and industry best learning practices in diverse domains having top quality faculty members for enhanced guidance.

The platform has many quality learning courses and certification programs in a hybrid mode of instruction with affordable access to content making it one of the top data science institutes in Khanna.

It offers a data science certification program with live training having cutting-edge tools and technology and a curriculum that is especially designed by top industry experts and professionals.

The course has dedicated resume and interview preparation modules for jobs in top agencies making it one of the top data science institutes in Khanna.

Course Features:

• 6 months of live training
• More than 50 live interaction and lecture sessions
• More than 10 industry-based projects
• 100% job guarantee on completion
• Dedicated support and mentor team
• Certificate
• Mock interview and portfolio management

Course Syllabus:

• Excel fundamentals with functions, pivot table, and statistical analysis
• Data cleaning methods and VBA techniques
• Python programming has lists, dictionaries, sets, arrays, file handling, and OOPs.
• SQL operators and indexes, views, joins, etc
• Statistical inferences and probability with linear algebra
• Power BI queries with DAX modeling
• Machine Learning with Naïve Bayes, Regression, etc

5. Databrio Academy:

Databrio Academy is the premier data science learning and is considered to be one of the first data science institutes to be certified by the leading body, NASSCOM with industry-relevant skills training and course structure in analytics and data science methodologies.

The institute has various practical workshops and mentorship guidance on data analytical training making it one of the leading data science learning places in Khanna.

It offers a data science course which is a short-term program covering R programming basics and advanced, Python modules, Advanced Excel, Power BI tools techniques, Tableau, and more making it one of the top and sought-after data science courses in Khanna.

Course Features:

• Total 120 hours of sessions with mentors
• Acclaimed by leading platforms and bodies
• Real-world case studies and assignments
• Certificate
• Placement support

Course Syllabus:

• Fundamentals of data science analytics with correlation analysis, hypotheses testing, probability learning, etc
• R programming with functions, Console, etc
• Python language with input-output commands, Ml algorithms learning
• Data visualization with types and sources
• Power Bi curriculum and tableau techniques

6. Digital Lync:

Digital Lync is an analytics learning and online-based certification platform having real-world projects and learning curriculum as per the latest industry and market standards offering quality modules and course certification with job assistance.

The institute has more than 10 years of operation with diverse learners enrolled in their various programs offering relevant exposure making it one of the top data science institutes in Khanna.

It is offering a data science course with certification covering key data analytical practices and core concepts with top ratings across diverse platforms offering dedicated mentorship and industry placement as well on completion making it one of the top data science courses in Khanna.

Course Features:

• Total 60 days of learning duration
• Hybrid instruction modules
• Real-time sessions and project work
• 24*7 support
• Dedicated and qualified instructors
• Job support

Course Syllabus:

• Fundamentals of data science and information technology with algorithms, formatting, etc
• Python modules with OOP structures, basic functions, etc
• Statistics and mathematical modules with linear algebra, probability, etc
• Machine learning fundamentals involving regression etc
• Deep learning modules with CNN, RNN, and neural framework
• AI and DevOps with NLPs and ethical consideration.

7. Web D School:

Web D School is a leading learning and digital-based training and certification centre operating since 2014 offering highly extensive course structure in diverse specializations like digital marketing techniques, web designing and development, data analytics, and data science along with other significant modules.

The platform has top-notch infrastructure training more than 2k students globally making it one of the top data science institutes in Khanna.

It offers a data science course incorporating all relevant curricula like NLP techniques, prediction modelling, deep learning and machine learning practices, programming languages, and more along with real-world projects and assignments making it one of the top data science courses in Khanna.

Course Features:

• Practical and real-time curriculum
• Customized learning and training
• Live recorded sessions by mentors
• Industry-based syllabus and structure
• Placement support
• Certificate

Course Syllabus:

• Python language learning and library practices
• Statistical learning with linear algebra and calculus basics
• Data pre-processing and evaluation modules
• Exploratory data analytics knowledge modules
• Ml with data types and classification etc
• DBMS curriculum and deep learning with model tuning

8. Lovely Professional University:

Lovely Professional University established in 2005 is a reputed private university offering quality academic and certificate courses ranging from undergraduate, and postgraduate to doctoral programs in domains like business, engineering, analytics, humanities, and more.

The institute has top affiliation and accreditation with UGC, the Association of Commonwealth Universities, and other significant bodies making it one of the top data science institutes in Khanna.

It offers a data science program with a master’s degree, especially for candidates having a background in computer science along with scholarship opportunities.

The course covers all major data science concepts with high rankings across various platforms making it one of the top data science courses in Khanna.

Course Features:

• 2 years full-time program module
• Dedicated learning assignments
• Scholarship opportunities based on merit
• Top industry mentorship and guidance
• Leading companies tie-up
• Job support
• Certificate

Course Syllabus:

• Data science foundation with analytical concepts
• Business intelligence curriculum involving Power BI and others
• Machine Learning fundamentals involving clustering, and regression techniques.
• Operating systems with designing principles
• Predictive modelling modules
• Programming with Python and R language modules

9. Cloudxlab:

Cloudxlab is a pioneering educational and e-learning platform with technical training and certification in a variety of curricula and specializations offering online-based instruction and lecture sessions in the program syllabus and structure.

The institute has industry-aligned learning modules with an assessment curriculum making it one of the sought-after data science learning platforms in Khanna.

It offers a data science certificate program with a flexible schedule self-paced learning and top-quality data science curriculum and practices with sub-courses involving big data technology, deep learning, and neural networking making it one of the top data science courses in Khanna.

Course Features:

• 220+ hours of interactive learning sessions
• 26+live and real-time projects and assignments
• Data science lab access
• Latest tools and technology in data learning
• Job support
• Certificate

Course Syllabus:

• Programming foundations and Python modules
• Big data learning involving the Hadoop tool
• Machine learning techniques involving Support vector system, data landscape, spark tool
• Data formatting and DBMS practices
• Natural language processing in data evaluation and visualization
• Deep learning and neural data modeling

10. Ineuron:

Ineuron is a top experiential skill learning and educational certification platform offering an innovative learning ecosystem to diverse learners with affordable courses and program structure in various domains and expertise with online modules and quality industry-relevant syllabi.

The platform has dedicated research and development labs with extensive job support through its portal making it a reliable data learning institute in Khanna.

It is offering a data science certification course program with a master’s module incorporating top tools and data science practices that focus on key concepts of programming, deep learning, ML and more making it one of the sought-after data science courses in Khanna.

Course Features:

• Total 4 to 5 months duration program
• Curriculum support and assistance by leading mentors
• Flexible and data science dashboard
• Resources and relevant materials
• Certificate
• Job assistance

Course Syllabus:

• Dashboard, lab access, and course foundation sessions
• Python modules with Booleans, mutability process, conditions, etc
• Advanced statistics with functions, estimation, P-value, and more
• EDA methodology including regression, anomaly detection, and more
• The machine learning process with splitting, regression overfitting, etc.

FAQs:

1. Do top data science courses in Khanna offer job placement assistance?

Yes, most of the top data learning programs in Khanna offer job support and placement guidance over time.

2. Who can opt to become a data engineer?

Any candidate having relevant working experience in data analytics along with specific technical educational qualifications can opt for a career in data engineer.

3. What are the career opportunities after pursuing data science courses from the top data science institutes in Khanna?

The top career opportunities after pursuing data science courses from the top institutes in Khanna include that of a data architect, big data engineer, ML engineer, database manager, business analyst, and many more.

4. Are there project works within the data science learning programs?

Yes, there are relevant project works and industry-based case studies included within the data science learning course programs.

Conclusion:

Thus, the data science courses in Khanna are highly demanding as candidates are intrigued by data science job opportunities and job roles increasing employment options along with aiding businesses to digitalize and optimize their systems as per innovative technology.

Data science learning hence can be a great option for professionals and fresher graduates with relevant skills and knowledge in this domain imparted by various data science course structures. Thus, check out the features and curriculum of such courses above.