Data Analyst Bootcamp 2025

Unlock the power of data analysis and transform your career with our comprehensive Data Analyst Bootcamp 2025. This immersive course equips you with the essential skills to excel in the field of data analysis, from Python programming and SQL querying to data visualization and machine learning.

What You'll Learn:

• Python for Data Analysis:
  • Python Basics, Control Flow, Functions & OOP
  • Python Challenges to boost coding skills
  • Python Projects: Chat Bots, File Manager, Data Extraction & More
• SQL for Data Analytics:
  • SQL Basics to Advanced: Joins, Aggregations, Window Functions
  • Real Project
  • SQL for Data Cleaning & Query Optimization
• Data Wrangling & Preparation:
  • Cleaning Messy Datasets
  • Dealing with Missing Values, Outliers, Duplicates
  • Exploratory Data Analysis (EDA) using Pandas
• Data Visualization:
  • Visualizing trends, correlations, and KPIs
  • Plotting using Matplotlib and Seaborn
  • Creating insights for stakeholders
• Statistics for Data Science:
  • Descriptive & Inferential Stats
  • Hypothesis Testing
  • Probability Distributions & Confidence Intervals
• Machine Learning:
  • Building ML models with Scikit-learn
  • Recommender Systems with NMF
  • Time Series Forecasting Projects
• Real-World Projects:
  • Data Cleaning & Visualization of Scraped Data
  • SQL Projects: E-commerce, HR, and Sales
  • Using ChatGPT/OpenAI to Automate Analytics Tasks
  • Time Series Forecasting with Python
  • AI-Powered Dashboards
• Career Preparation:
  • Portfolio Building with Projects
  • Resume Tips & Job Interview Practice
  • Using ChatGPT to Write SQL Queries, Reports, and Summaries

Course Structure:

1. Python Programming Introduction
2. Hands-On Python Projects
3. Numpy & Pandas Deep Dive
4. SQL for Beginners to Advanced
5. SQL Aggregations, Joins & Functions
6. Intermediate SQL Projects
7. Data Preparation & Cleaning
8. EDA & Visualization
9. Statistics
10. Machine Learning for Analysts
11. AI Tools for Analysts (ChatGPT + Automation)
12. Real-World End-to-End Projects
13. Career-Focused Modules

What You'll Get:

• Video lectures (short, clear, and engaging)
• Assign