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Data Science & Data Analytics Learning Journey
The journey begins with foundational tools like Excel and SQL, transitions into data visualization and statistical programming, and culminates in advanced expertise in Machine Learning and Artificial Intelligence.
"Learners develop comprehensive, end-to-end analytical and data science expertise, ensuring they master the full data lifecycle rather than acquiring isolated technical skills."
Excel
Data Analysis
Power Bi
AI
NumPy + Stats
MySql
Python
ML
Tableau
KEY REPONSIBILITIES
RELEVENT JOB ROLES
- Data Analyst
- BI Analyst
- Reporting Analyst
- Product Analyst
- Operations Analyst
- Risk Analyst
- Junior Data Scientist
- AI Analyst
- ML Analyst
- MIS Executive
- Business Analyst
NOTE :- The salary range is ₹2.5 LPA to ₹6 LPA, depending on the candidate’s skill set.
Career Growth Path
📊 Data Analyst
Focus:- Data → Insights
Growth:- Analyst → Senior → Lead
Modules:- Excel, SQL, Power BI, Python
Focus:- Business + Data
Modules:- Excel, SQL, Power BI
Growth:- BA → Senior BA → Manager
📈 Business Analyst
📊 BI Analyst
Focus:-Dashboards & KPIs
Modules:- Power BI, Tableau, SQL
Growth:- BI Analyst → Lead → BI Head
Focus:- Operational Reporting
Growth:- BA → Senior BA →
Manager
Modules:- Excel, SQL, Power BI
Focus:- Product Decisions
Modules:- Excel, SQL, Python
Growth:- Analyst → Senior → Product Lead
📦 Product Analyst
Focus:- Process Efficiency
Modules:- Excel, SQL
Growth:- Ops Analyst → Lead
→ Ops Manager
🧾 Reporting Analyst
⚙️ Operations Analyst
Focus:- Risk & Controller
Growth:- Risk Analyst → Senior → Risk Manager
Modules:- Excel, Statistic,SQL
Focus:- Model Support
Modules:- Python, Statistics, Machine Learning
Growth:- DS → Senior DS → AI Lead
📦 Product Analyst
Focus:- Model Performance
Modules:- Python, ML, Statistics
Growth:- ML Analyst → Senior → ML Engineer
⚠️ Risk Analyst
🧠 Machine Learning Analyst
Modules:- Python, AI, ML
Growth:- AI Analyst → Senior → AI Architect
🤖 AI Analyst
Focus:- Model Support
MIS EXECUTIVE
Modules:- Excel, Advanced Excel, SQL, Reporting Tools
Focus:- Data reporting & management information support
Growth:- MIS Executive → Senior MIS Analyst → MIS Manager
Quick Mapping
Excel + SQL → Analyst Roles
Excel + SQL → Analyst Roles
Python + Statistics → Data & Product Analyst
Experience → Leadership Roles
ML + AI → Data Scientist Path
Power BI / Tableau → BI & Reporting
DSDA
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