Data Science Professional 

Advanced Data Science, Machine Learning & Career-Focused Program

Offered by CloudNet India, Kolkata

Course Overview

The Data Science Professional (12 Months) program from CloudNet India, Kolkata is a comprehensive, industry-aligned career program designed to prepare learners for high-demand roles in Data Science, Machine Learning, and Advanced Analytics.

This program provides end-to-end data science expertise, starting from data analysis fundamentals to machine learning, advanced Python, statistics, and real-world data science projects. Learners gain hands-on experience using industry-standard tools and real datasets, making them job-ready for today’s data-driven organizations.

With structured placement support, this program is ideal for those aiming for long-term, high-growth careers in Data Science.

Who Can Join This Course?

This course is suitable for:

• Graduates & postgraduates (BSc, BCom, BCA, BE, BTech, BA, MBA, MCA)
• Working professionals from IT & Non-IT backgrounds
• Data Analytics professionals looking to upskill to Data Science
• Software developers & engineers
• Statistics, Mathematics & Engineering students
• Finance, marketing, operations & business professionals
• Entrepreneurs & startup professionals
• Anyone with basic computer knowledge and strong interest in data & AI

🔹 Prior programming experience is helpful but not mandatory
🔹 Strong logical thinking and curiosity to solve problems is recommended

Tools & Technologies Covered

• Python (Advanced)
• NumPy, Pandas
• Matplotlib, Seaborn
• SQL (MySQL / PostgreSQL)
• Machine Learning (Scikit-learn)
• Statistics & Probability
• Power BI / Tableau (for business insights)
• Model evaluation & optimization
• Real-world datasets & case studies
  

Key Skills You Will Gain

• Data cleaning, preprocessing & feature engineering
• Exploratory Data Analysis (EDA)
• Statistical analysis & hypothesis testing
• Supervised & unsupervised machine learning
• Model building, tuning & evaluation
• Business problem-solving using data
• Data storytelling & stakeholder communication

Job Roles After Completion

After completing the program, learners can apply for roles such as:

• Data Scientist
• Junior Data Scientist
• Machine Learning Engineer (Entry Level)
• Data Analyst (Advanced)
• Business Analyst (Data-Driven)
• Analytics Consultant
• AI / ML Associate
  

Practical Learning & Capstone Projects

• Hands-on labs for every module
• Real-world industry case studies
• Domain-based projects:
  • Customer churn prediction
  • Sales forecasting
  • Credit risk & fraud analysis
  • Recommendation systems
  • Marketing campaign analytics
• End-to-end capstone project simulating real company scenarios

Placement Support from CloudNet India

CloudNet India provides structured and continuous placement assistance throughout the program:

• Resume & LinkedIn profile optimization
• Technical interview preparation (Python, ML, SQL, Statistics)
• Machine learning & case study interview questions
• Mock technical & HR interviews
• Soft skills & communication training
• Internship & live project support
• Placement referrals & job alerts

Placement support available for Kolkata & PAN-India opportunities

Certification

• CloudNet India – Data Science Professional Certificate
• Project & capstone completion certificates
• Guidance for global certification pathways
  

Why Choose CloudNet India, Kolkata?

• Industry-experienced data science trainers
• Career-focused & updated curriculum
• Strong hands-on & project-based learning
• Small batch sizes for personalized mentoring
• Classroom, Online & Hybrid learning options
• Proven track record in analytics & data training

Training Mode & Duration

• Duration: 12 Months
• Mode: Classroom (Kolkata) / Online / Hybrid
• Batch Options: Weekday & Weekend