Sales forecasting
Clean historical sales data and build a regression model that forecasts next month’s demand.
Job-oriented program · ICS Satara
Data Science with AI Course in Satara
Go from Python basics to building machine-learning and AI models on real datasets — in a Satara classroom, with industry-expert trainers.
- ModeClassroom at ICS Satara
- LevelBeginner to advanced
- TrainersIndustry experts from 3RI Technologies, Pune
- CertificateICS course completion
Free counselling
Get details for Data Science with AI
Syllabus, fees and the next batch — our counsellor will call you shortly.
About the Data Science with AI course
Data science turns raw data into decisions. This program takes you step by step through Python programming, statistics, data analysis and visualisation, and then into machine learning, deep learning and generative AI — the skills employers look for in data scientist, machine-learning engineer and AI analyst roles.
Classes are held face-to-face at ICS Satara and delivered with industry-expert trainers from our training partner, 3RI Technologies, Pune. Every module comes with hands-on assignments, so by the end of the program you have a portfolio of projects to show recruiters.
Who this course is for
- Graduates and final-year students of BSc, BCA, BCS, BE/BTech, MCA or MSc
- Working professionals moving into data and AI roles
- Analysts who want to add machine learning to their skill set
- Anyone comfortable with basic maths who wants a career in AI
Prerequisites
No prior coding is required — Python is taught from the basics. Comfort with school-level maths such as percentages, averages and simple graphs helps.
What you will learn
- Write clean Python code for data analysis and automation
- Clean, explore and visualise data with Pandas, NumPy, Matplotlib and Power BI
- Apply statistics to test assumptions and explain results
- Build, evaluate and tune machine-learning models with Scikit-learn
- Understand neural networks, NLP and how generative AI and LLMs work
- Present findings clearly to technical and non-technical audiences
Data Science with AI syllabus
9 modules. We review the syllabus regularly, so ask our counsellor for the latest version.
01 Python for Data Science
- Variables, data types and operators
- Conditions, loops and functions
- Lists, tuples, dictionaries and sets
- File handling and exceptions
- Object-oriented programming basics
02 Data Analysis with NumPy & Pandas
- NumPy arrays and vectorised operations
- Pandas Series and DataFrames
- Cleaning missing and inconsistent data
- Grouping, merging and reshaping data
03 Statistics & Probability
- Descriptive statistics and distributions
- Probability basics
- Sampling, confidence intervals and hypothesis testing
- Correlation and regression intuition
04 SQL & Excel for Data Work
- SELECT, filtering and sorting
- Joins, aggregations and subqueries
- Excel for quick analysis and pivot tables
- Pulling SQL data into Python
05 Data Visualisation & Power BI
- Charts with Matplotlib and Seaborn
- Exploratory data analysis (EDA) workflow
- Interactive dashboards in Power BI
- Telling a clear story with data
06 Machine Learning
- Supervised and unsupervised learning
- Linear and logistic regression
- Decision trees, random forests and boosting
- Clustering with K-means
- Model evaluation, cross-validation and tuning
07 Deep Learning & NLP
- Neural network fundamentals
- Building models with TensorFlow and Keras
- Text processing and sentiment analysis
- Introduction to computer vision
08 Generative AI & LLMs
- How large language models work
- Prompt engineering for analysis and coding
- Building with LLM APIs and LangChain
- Retrieval-augmented generation (RAG) basics
- Using AI responsibly in data work
09 Capstone & Career Readiness
- End-to-end capstone project
- Git and GitHub portfolio
- Presenting results to stakeholders
- Interview preparation
Tools you will work with
- Python
- Jupyter Notebook
- NumPy
- Pandas
- Matplotlib
- Seaborn
- Scikit-learn
- TensorFlow & Keras
- SQL / MySQL
- Excel
- Power BI
- Git & GitHub
- LLM APIs
- LangChain
Projects you will build
Customer churn prediction
Train and compare classification models that flag customers who are likely to leave.
Review sentiment analyser
Classify product reviews with NLP and summarise them with a generative-AI model.
Learning at ICS Satara
Classroom training
Face-to-face sessions at ICS Satara with industry-expert trainers from 3RI Technologies, Pune.
Learn by doing
Assignments and projects in every module, so you practise each concept as you learn it.
Practice tests
Regular tests and reviews help you and your trainer track progress and close gaps early.
Job-readiness preparation
Interview guidance and help presenting your projects, so you can approach recruiters in Pune and beyond with confidence.
Data Science with AI course: frequently asked questions
Do I need a computer science background for Data Science with AI?
No. The course starts with Python basics, so graduates from any stream who are comfortable with basic maths can join. A short counselling session helps us confirm your starting point.
What jobs can I apply for after this course?
Typical entry roles include data analyst, junior data scientist, machine-learning associate and AI/ML intern. Your projects and portfolio matter as much as the certificate, so the course is built around hands-on work.
How is Data Science with AI different from Data Analytics with GenAI?
Data Analytics focuses on Excel, SQL, Power BI and reporting for business decisions. Data Science goes further into statistics, machine learning, deep learning and building AI models.
Who teaches the Data Science with AI program?
Industry-expert trainers from our training partner, 3RI Technologies, Pune, come to the ICS Satara centre to deliver face-to-face classroom training, supported by the ICS team.
Is the Data Science with AI course taught in a classroom?
Yes. Data Science with AI is taught face-to-face at ICS Satara, 530/B Rohan Heights, opposite Y.C. College, so you can interact with your trainer, ask questions and practise with guidance.
What are the fees and batch timings for Data Science with AI?
Fees, instalment options and the next batch timings are shared during a free counselling call. Book a free demo or message us on WhatsApp at +91 94232 60203 and our counsellor will share the latest details.
Will I get a certificate after completing Data Science with AI?
Yes. Students who complete the course receive an ICS course completion certificate.
Satara madhe Data Science class aahe ka?
Ho! ICS Satara offers Data Science with AI classroom training at our centre opposite Y.C. College, Satara. Call +91 94232 60203 or book a free demo to know about the next batch.
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