Architect Evidence-Based Decisions. The Best Applied Data Science Course in Ahmedabad.

Banks, retailers, and product teams hire analysts who ship SQL queries, clean datasets in pandas, train scikit-learn models, and explain results on Power BI dashboards — not just theory slides. We train you on the applied stack Indian employers list for data analyst, business analyst, and junior data scientist roles.

Enterprise Enrollment Architecture

Duration: 60 Hours

₹25,500₹18,500

Note: Any type of tax would be extra. Global certification cost is excluded.

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Bascom Bridge Alumni Engineering Global Tech

Exclusive Program Benefits

After the course, Bascom Bridge will share 10–12 sample CVs to help build your resume.
Students receive a license for Bascom Bridge’s placement mobile app*.
Lifetime access* to the enrolled course for students.
If a student does not clear interviews, Bascom Bridge will provide retraining* until employment is secured.
Global certification training is included at no extra cost.
Discount on global certification fees* available.
Hands-on Jupyter labs with real datasets from retail, banking, and operations domains.
End-to-end capstone: ML model plus executive dashboard reviewed before placement season*.

*T&C apply. Valid per strict institutional guidelines upon active enrollment.
Applicable taxes will be added to each instalment.

Trusted by Government of India & Leading PSUs

About Applied Data Science

Enterprise Tools Included

/Python 3.12+ with JupyterLab & Anaconda
/NumPy, Pandas, Matplotlib & Seaborn
/Scikit-learn for supervised & unsupervised ML
/SQL — PostgreSQL / MySQL for analytics queries
/Power BI for business intelligence storytelling

Cognitive Prerequisites

/Graduate in engineering, commerce, or science (statistics exposure helpful)
/Core Python or equivalent programming fundamentals
/Comfort with Excel pivot tables and basic charts
/Curiosity for data-driven decisions in business contexts

Salary Progression (₹)

Entry-Level (0-3 yrs)₹4.5L - ₹9.0L
Mid-Level (4-7 yrs)₹10.0L - ₹18.0L
Senior Level (8-12+ yrs)₹19.0L - ₹32.0L+

*Data benchmarked directly from AmbitionBox / Glassdoor India 2026 enterprise tech verified salaries.

The Enterprise Capstone Architecture

Customer Churn Intelligence for a Digital Services Provider. You will ingest transactional and support-ticket data via SQL, engineer features in pandas, train and tune a classification model in scikit-learn with proper validation, document precision/recall trade-offs, and publish a Power BI executive dashboard with segment-level churn risk — the portfolio artifact analytics hiring managers expect from applied data science graduates.

Deep-Dive Syllabus Grid

Module 1: Data Science Landscape & Analytics Mindset

How applied data science differs from pure research: CRISP-DM, stakeholder questions, KPIs, and ethical use of data in Indian enterprises. Setting up JupyterLab, project folders, and reproducible notebooks employers can audit in interviews.

Module 2: Python for Data — NumPy & Pandas Foundations

Array operations with NumPy, Series and DataFrames, indexing, joins, groupby, and handling missing values. Cleaning messy CSV exports from ERP, CRM, and payment gateways — the daily work of analytics teams in Ahmedabad IT services firms.

Module 3: Exploratory Data Analysis & Visualization

Univariate and bivariate analysis, correlation, outlier detection, and storytelling with Matplotlib and Seaborn. Building EDA notebooks that answer “what happened?” before any model is trained.

Module 4: Statistics for Applied Machine Learning

Descriptive stats, probability intuition, hypothesis testing, confidence intervals, and A/B test framing. Choosing the right metric when product managers ask whether a change “actually worked.”

Module 5: SQL for Data Extraction & Feature Engineering

SELECT, JOIN, GROUP BY, window functions, and subqueries on PostgreSQL/MySQL. Pulling features from warehouse tables the way analytics engineers support data science pipelines.

Module 6: Supervised Learning with Scikit-learn

Train/test splits, cross-validation, linear and logistic regression, decision trees, random forests, and gradient boosting basics. Interpreting feature importance and communicating model limits to non-technical stakeholders.

Module 7: Unsupervised Learning & Segmentation

K-means clustering, hierarchical clustering, PCA for dimensionality reduction, and customer segmentation use cases. Applications in marketing, credit risk buckets, and inventory grouping.

Module 8: Model Evaluation, Tuning & Imbalanced Data

Confusion matrix, precision/recall, ROC-AUC, F1, class weights, and basic hyperparameter tuning with GridSearchCV. Handling churn and fraud datasets where positives are rare — common in Indian fintech and telecom data.

Module 9: Business Intelligence with Power BI

Connecting to data sources, DAX essentials, interactive dashboards, and publishing insights for leadership reviews. Bridging notebook outputs to the dashboards operations teams use every Monday morning.

Module 10: Feature Pipelines, Documentation & MLOps Awareness

Sklearn Pipelines, joblib model persistence, README and model cards, version control for notebooks, and introduction to deployment patterns (batch scoring, API handoff). What hiring panels expect beyond a Kaggle notebook.

Module 11: Capstone Delivery & Interview Readiness

Presenting the end-to-end project: problem statement, data lineage, model choice, business impact estimate, and dashboard walkthrough. Mock technical interviews covering SQL, Python, and ML case studies used by analytics employers.

Top private enterprises we train across India

Production-Ready IT Courses &
Technologies We Teach in Ahmedabad

Data Science with AI and Machine Learning

Cloud Computing

Cybersecurity & Forensic Investigations

Enterprise ERP – SAP

Hardware & Networking

Management & FinTech

Software Engineering

UI/UX Design Architecture

Core Engineering

Book Free Career Counselling

Verified Career Transitions by Bascom Bridge Alumni

Auto-scrolling alumni stories — hover to pause. Scroll inside any card to read the full review. Tap to open LinkedIn.

4.5

Verified

“As an IT Manager at Ingersoll Rand India Ltd., I needed more than internal experience to talk confidently about security with global clients. The CEH training at Bascom Bridge's Vastrapur campus helped me build real skills in penetration testing and vulnerability assessment. Clearing the certification gave me clear proof of my abilities and made technical discussions with customers much easier.”

4.5

Verified

“As a Desktop Support Engineer at Insight Business Machines, I was stuck on basic OS work and wanted to move into real networking. At Bascom Bridge Vastrapur, the CCNA and Network+ labs pushed me to configure Cisco routers and troubleshoot live networks instead of just reading theory. Earning my CCNA showed my company I could handle actual infrastructure and gave me the confidence to grow in networking.”

Verified

“As a Network Engineer at ITCG Solutions, I wanted to move beyond legacy setups and learn modern security. Bascom Bridge's Maninagar campus gave me access to strong labs, where I practised Sophos firewall deployments and basic penetration testing during the CEH and CCNA modules. Completing these certifications helped me feel ready to manage more complex networks and gave my employers more confidence in my skills.”

Verified

“As a System Administrator at Sterling Hospitals, I knew theory alone would not protect our network. Bascom Bridge's Vastrapur campus stood out because of its physical labs. During the CCNA and CEH courses, we configured real Cisco equipment and practised packet sniffing on live setups, not just simulators. That hands-on work made it much easier to apply what I learned to hospital infrastructure and improved my confidence in daily operations.”

Verified

“As a System Administrator at OmniMD, I wanted deeper cybersecurity skills than what short bootcamps offered. At Bascom Bridge Vastrapur, the CEH and Linux+ courses focused on practical labs, from running vulnerability scans to hardening operating systems. The mix of guided lab work and exam preparation helped me clear my certifications and, more importantly, feel better prepared to protect our systems against real threats at work.”

Verified

“As a student at Silver Oak University, I had tried learning MERN from YouTube but kept getting stuck. At Bascom Bridge Maninagar, the counselors helped me understand which skills mattered for real projects before I joined the MERN Stack program. In class, we focused on building full applications with React and Node, not just small demos. That structure made it possible for me to finish a portfolio I felt proud to show in interviews.”

Verified

“I wanted to move beyond routine invoice processing and build a stronger accounting profile. I chose Bascom Bridge in Vastrapur because of their long experience with SAP training. The SAP FICO course focused on topics like General Ledger, asset accounting, and real business scenarios instead of only data entry. After completing the program and certification, I felt more confident handling my Accounts Receivable responsibilities and planning the next steps in my career.”

Verified

“I struggled with SAP interviews because I could answer theory questions but not explain real scenarios. At Bascom Bridge Vastrapur, the SAP FICO classes focused on configuration tasks, like General Ledger and cost centre setups, using practical examples. That experience helped me feel more comfortable in technical discussions and played a big part in getting my Junior SAP Consultant role at Daffodils Info Solutions.”

4.5

Verified

“My Accounts Payable work felt limited, and I wanted to understand how ERP systems really handle vendor processes. At Bascom Bridge Vastrapur, the SAP FICO trainers had strong industry backgrounds and shared examples from real projects. We practised Vendor Master Data, payment terms, and automation of payment runs, not just theory from slides. Those classes gave me a clearer view of end-to-end processes, which I now use daily in my role at Zealmax Ortho.”

Verified

“In my role as a Cyber Security and Digital Forensics Specialist in Zimbabwe, I needed stronger skills in incident response and investigations. Bascom Bridge's Vastrapur campus offered CHFI and ECIH training with a clear focus on labs, including malware analysis and case-based exercises. The structured approach and instructor experience made complex topics easier to understand and gave me practical methods I now use when handling real security incidents.”

Verified

“I was struggling in frontend interviews because I had only built small practice components. At Bascom Bridge Maninagar, we worked on full-stack projects that used React, Redux, and Express APIs together. The trainers guided us through complete flows, from state management to backend integration. That experience gave me stronger examples to talk about in interviews and helped me secure a React Developer role at CreArt Solutions Pvt. Ltd.”

4.5

Verified

“As a student, I found that textbook accounting did not fully prepare me for corporate billing work. At Bascom Bridge Vastrapur, the Tally Prime with GST course was taught by trainers with real company experience. We worked through topics like GST reconciliation, ledgers, and e-way bill generation using practical scenarios. That approach helped me build a small but meaningful accounting portfolio while still in college and improved my confidence for future roles.”

4.5

Verified

“I wanted to understand digital marketing beyond basic tools and buzzwords. At Bascom Bridge Maninagar, the counselors explained what skills mattered for real roles before I enrolled. In the Digital Marketing course, we focused on the logic behind campaigns, from tracking conversions to reading analytics, before deep-diving into Google Ads and SEO. That foundation now helps me in my Quality Associate role at Ethics Medserve Pvt. Ltd. when we discuss marketing impact.”

Verified

“I could answer SAP MM theory questions but struggled when interviewers asked how to handle real procurement flows. At Bascom Bridge Vastrapur, we practised full Procure-to-Pay cycles and Master Data setups on live systems. Working through these scenarios step by step gave me much clearer answers for technical discussions and helped me secure a role as an SAP MM Functional Consultant at RBZ Jewellers Ltd.”

Verified

“My work in SAP MM needed to go beyond textbook process diagrams. At Bascom Bridge Vastrapur, the trainers had strong practical experience and used real examples from manufacturing and energy projects. In the SAP MM course, we spent time on Material Valuation, Invoice Verification, and related configurations. Those sessions have been directly useful in my daily responsibilities as an SAP MM Functional Consultant at Suzlon Energy.”

Verified

“Before joining Bascom Bridge, I knew security concepts but lacked hands-on experience for senior roles. The CEH program at the Vastrapur campus focused on practical labs, including basic penetration testing and vulnerability assessments, instead of only slides. This helped me speak more clearly about real attack scenarios and defensive steps in interviews. That preparation played a significant role in my journey to becoming a Senior SOC Analyst at Adani Group.”