Course Details

Data Analytics

Core Python

Programming Basics

Functions, Lambda Functions

Data Structures in Python

Object Oriented Programming

Comprehension,Generators,Decorators

Modules and Packages

Exception Handling

File Handling

Multithreading

Regular Expressions

GUI programming using Tkinter

Database Connectivity

Case Study


MySQL

Database Normalization

SQL Components and various commands

Data definition Language

Data Manipulation Language

Select Statement, Groupby, having clause, Joins,Subquery

String, Date and Number functions

Views, Index

PLSQL –Stored Procedure, Functions, Cursor, Triggers

Transaction

Case Study


Web Programming

HTML5

CSS3

JavaScript

jQuery

Bootstrap


Introduction to

Data Analytics


What is Data Analytics?

Types : Descriptive, Diagnostic, Predictive,

Prescriptive Analytics lifecycle & CRISP-DM

Business problem framing

Data-driven decision making

Careers in Data Analytics


Mini Project : Business problem - analytics

solution mapping


Data Analysis


NumPy

Pandas

Plotting using Matplotlib & Seaborn

Geographical Plotting


Excel for

Data Analytics

Data cleaning & formatting

Conditional formatting

Logical functions (IF, AND, OR, NOT)

Lookup functions (VLOOKUP, HLOOKUP, XLOOKUP)

COUNTIF, SUMIF, SUMIFS

Pivot Tables & Pivot Charts

Power Query basics

What-if analysis, Goal Seek

Intro to Macros & VBA

Projects:

Sales MIS Dashboard

HR Attrition Analysis

Financial Reporting Model


Statistics &

Inferential Analytics

Descriptive statistics

Probability distributions

Hypothesis testing

Confidence intervals

Correlation & regression

ANOVA

Inferential analytics using Excel & Python

Case Study: Business decision-making using statistics


Data Visualization &

BI Tools


Power BI

Power BI architecture

Power Query (ETL)

Data modeling & relationships

DAX (Measures, Calculated Columns)

Interactive dashboards

Row-Level Security (RLS)

Power BI Service & sharing

Project: Executive Sales Dashboard


Tableau

Data connections & joins

Filters, groups, sets & bins

Calculated fields & table calculations

Advanced charts & dashboards

Storytelling with data

Project : Marketing Campaign Performance Dashboard


Machine Learning for

Analytics


Machine Learning Fundamentals

ML vs AI vs Analytics

Supervised vs Unsupervised Learning

Regression (Linear, Multiple)

Classification (Logistic, Decision Trees)

Clustering (K-Means)

Model Evaluation

Confusion matrix

Precision, Recall, F1-score

R2, RMSE, MSE

Feature engineering & selection

Hyperparameter tuning

Projects:

Loan Approval Prediction

Customer Segmentation

Fraud Detection


Generative AI for

Data Analytics

GenAI & ChatGPT for Analysts

Introduction to Generative AI

Prompt engineering techniques

Data cleaning & analysis using AI

Auto insights generation

AI-assisted visualization

Ethics & limitations of AI

Hands-on: Analytics workflows using ChatGPT


Business Analytics &

Storytelling

Domain understanding (Retail, BFSI, Healthcare, Telecom)

Hypothesis formulation

EDA & insight generation

Data storytelling & presentations

Case Studies:

Stock Market Analysis

HR Analytics

Customer Churn Analysis


Capstone Project

Problem definition

Data collection & cleaning

Analysis & modeling

Dashboard creation

Business recommendations

Capstone Examples:

Recommendation Engine

Sales Forecasting System

Healthcare Analytics Dashboard


PROJECT


Git & GitHub

Introduction

Installation & Lifecycle

Create & clone operation

Perform,Review & commit changes

Push,update,stash,move operation

What is GitHub?

Create a Repository

Create a Branch

Make a Commit

Open a Pull Request


Flask Framework

Building flask application

Request and Response object

Jinja2 Template Engine

URL Routing

Views and templates

State management

Database Connectivity

Microservices with Flask

Ajax

Project using Flask and MySQL


Django

Introduction to Django Architecture

Views, Templates and Routing

Django Template Language

Handling Request and Response

Models

Admin Module

Model Forms

Django Security

State Management

REST API Integration using Django

Project using Django and REST API


Aptitude

Averages and ages

Percentages

Ratio and Proportion

Profit and Loss

Partnership

Speed, distance, and time

Trains

Boats and Streams

Time and Work

Pipes and Cistern

Permutations and Combinations

Probability

Simple Interest

Compound Interest

Numbers and Divisibility Rules

Allegations and mixtures

Analytical Reasoning

Linear sitting arrangement

Circular sitting arrangement

Parallel sitting arrangement

Blood Relation

Distance and Direction

Coding and Decoding


Softskills


Introduction to Communication Skills

Confidence Building and Public Speaking

English Grammar

Business English

Advanced Communication Skills

Dressing / Attire / Grooming

Public Speaking and Presentation Skills

Interpersonal Skills and Assertiveness

Time Management

Stress Management

One to One Counseling Session for needy candidates (optional)


Operating Systems

Operating Systems an Overview

Types of Operating Systems

Components of an Operating System

An overview of File Systems

Process and Memory Management

User Management

Operating System Security

Device Drivers

Installing an OS using Virtual Box

Operating Systems in Cloud


Software Engineering

Introduction to Software Engineering

Software Development Life Cycle

SDLC Models

Agile – SCRUM

Requirement Analysis

Project Management

Design

Introduction to UML

Coding / Implementation

Testing


DevOps

DevOps Principles, CI/CD pipeline, Maven

Git/GitHub, Automating repository updates

Jenkins, Process automation

Docker, Portable platform

Kubernetes, Containerization

FAQ's
Data Analytics
Courses Title
Data Analytics
Duration
Minimum 6 Months
Language
English
Course Level
Beginner
Lab Assistance
Yes
Project Assistance
Yes
Certifications
Yes
Placement Assistance
100%
Enroll Now

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Chinmay Phadkule
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"I had a great experience at Firstbit Solution while completing my Java Full Stack course. The institute provides a well-structured curriculum that covers both front-end and back-end technologies. The trainers—Chetan Sir, Shubham Sir, Sonali Ma’am, and Vaishali Ma’am—are highly knowledgeable and explain concepts in a simple and clear way, making it easy to understand even for beginners. They focus on practical learning and provide real-time project experience, which helped me build confidence in coding. Adesh Sir, the lab trainer, is also very helpful and always ready to assist with any doubts during practice sessions. The placement team is very supportive and helps me with job opportunities by conducting mock interviews, resume-building sessions, and technical interview preparation. Their guidance has made me feel more prepared for job interviews and got selected.”

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Pankaj Garde
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"The most important aspect of any institute is its staff; how they teach, what’s the quality of teaching. FirstBit solutions provide you with one of the best teaching staff; they also teach how to build a successful career & guide you. As I’m an online student this is my perspective. Imagine what & how awesome they teach you in offline batch. I hope this teaching quality should reach each & every student across India.”

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Adarsh Shetty
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"I am from a Non-IT background (BBA) and currently, I am a student at FirstBit solutions. I must say the quality of teaching is phenomenal. Vinayak sir's way of explaining the concept is simply awesome. Its been around 1.5 months since I joined and I am fully satisfied with the teaching and all aspects. Thanks to FirstBit Solutions for making me believe that learning can also be fun.”

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"सुनो बात ध्यान से coding सीखनी है तो यहां आ जाओ और अगर vinayak sir की डांट 6 महीने सुन ली और जो वो बोलते है कर लिया...... तो जॉब तो लग ही जाएगी 100%.......Yes right, And if you find anybody who teaches coding like vinayak sir, I didn’t see that person till now... might be you are lucky. He teaches coding with logic and memory diagram (his USP).... You can see how execution is happening.”

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