Data Science Course in Noida
Data Science with Python, SQL & Machine Learning Course Overview
The Data Science Course in Noida at NCA IT Solution is a 6 Months, intermediate level programme.
Learn Data Science with Python, SQL and Machine Learning at NCA IT Solution, Noida. This course introduces students to data analysis, data cleaning, statistical concepts, data visualization, exploratory data analysis, predictive modelling and data-driven problem-solving.
Develop practical skills using Python, NumPy, Pandas, Matplotlib, Seaborn, SQL and Scikit-learn. Learn how to collect, process, analyse and interpret datasets to discover useful insights and support business decisions.
Through hands-on exercises and practical projects, students will build a portfolio demonstrating their data analysis and machine learning skills. This course is suitable for students, freshers, aspiring data analysts and professionals interested in data science.
Basic computer skills are recommended. Python fundamentals and essential mathematics will be covered as part of the learning journey.
Data Science with Python, SQL & Machine Learning Course Syllabus
- Introduction to Data Science and Its Applications
- Data Science Lifecycle and Problem Understanding
- Python Programming Fundamentals
- NumPy for Numerical Computing
- Pandas for Data Manipulation and Analysis
- Data Cleaning and Missing Value Treatment
- Exploratory Data Analysis (EDA)
- Statistics and Probability Fundamentals
- Data Visualization using Matplotlib and Seaborn
- SQL Fundamentals and Database Queries
- Advanced SQL: Joins, Subqueries and Window Functions
- Data Collection and Data Preparation
- Feature Engineering and Data Transformation
- Introduction to Machine Learning
- Regression and Classification Techniques
- Clustering and Unsupervised Learning
- Model Evaluation and Performance Metrics
- Introduction to Power BI for Data Visualization
- Business Insights and Data Storytelling
- End-to-End Data Science Project Development
Technologies You Will Learn
Practical Projects in the Data Science with Python, SQL & Machine Learning Course
Why Choose the Data Science with Python, SQL & Machine Learning Course?
- Learn to analyse and interpret real-world datasets
- Develop practical Python and SQL skills
- Understand statistical analysis and data visualization
- Discover patterns and trends using exploratory data analysis
- Learn the fundamentals of predictive modelling
- Build practical data science portfolio projects
- Develop analytical and problem-solving skills
- Understand how data supports business decisions
What you'll be able to do
- Write Python programs for data analysis
- Clean, transform and organise datasets
- Use Pandas and NumPy for data manipulation
- Perform exploratory data analysis
- Create meaningful charts and visualizations
- Write SQL queries to retrieve and analyse data
- Apply basic statistical methods to datasets
- Build introductory machine learning models
- Create dashboards and communicate data insights
- Present data science projects in a portfolio
Data Science with Python, SQL & Machine Learning Course Duration
Course Duration: 6 Months
The programme includes instructor-led training, Python programming, SQL practice, data analysis exercises, visualization assignments, machine learning fundamentals and project development. Students are encouraged to practise regularly and complete assignments outside class. Actual completion time depends on the batch schedule, attendance and individual progress.
Data Science with Python, SQL & Machine Learning Course Fees
The course fee covers the training and practical learning activities specified in the selected batch. Contact NCA IT Solution for current admission availability, applicable fees, payment options and any additional charges before enrolment.
Career Opportunities after Data Science with Python, SQL & Machine Learning
Frequently Asked Questions
What is Data Science?
Data Science combines programming, statistics and analytical techniques to extract useful insights from data.
Is this course suitable for beginners?
Yes. Students can start with the fundamentals, although basic mathematics and regular programming practice are helpful.
Do I need Python knowledge?
Prior Python experience is not essential if the batch covers programming fundamentals. Consistent practice is recommended.
Which tools are covered in this course?
The planned syllabus includes Python, NumPy, Pandas, SQL, Matplotlib, Seaborn and Scikit-learn, with an introduction to Power BI.
Will I work on real-world projects?
The course includes practical projects based on datasets and business-related problems.
What is the duration of the course?
The suggested duration is 6 months, subject to the actual batch timetable.
What career opportunities are available after this course?
Relevant entry-level roles may include data analyst, reporting analyst, BI analyst and data science intern, depending on skills and qualifications.
Does this course guarantee a job?
No job is guaranteed. Employment depends on practical skills, portfolio quality, qualifications and interview performance.
How can I enrol at NCA IT Solution?
Contact NCA IT Solution to confirm the current batch schedule, admission process and course fees.
