Data Science

24 Weeks

Overview

Zappcode Academy’s Data Science Course is designed for beginners and professionals who want to build a strong career in data science. The course provides comprehensive training in Python, SQL, machine learning, and data visualization using real-world projects. No prior coding experience is required to start your data science journey. 

Our curriculum follows a practical, hands-on approach where students learn to analyze, interpret, and visualize data to make data-driven decisions. With tools like Tableau, Power BI, and Scikit-learn, learners gain experience in solving real business problems using data science techniques commonly used in top tech companies. 

The course is taught by experienced data scientists who bring industry knowledge and mentoring to the classroom. Students receive lifetime access to learning materials, personalized career guidance, and placement support. Zappcode Academy ensures every student graduates with the confidence to apply data science skills in the real world. 

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    What You’ll Learn in Our Data Science Course

    By the end of this course, you will: 

    1

    Understand the fundamentals of Data Science and Machine Learning

    2

    Clean, analyze, and visualize large datasets using Python and Pandas

    3

    Work with real-time data and build predictive models

    4

    Use SQL to query structured data from relational databases

    5

    Build dashboards and reports using Tableau and Power BI

    6

    Implement Machine Learning algorithms using Scikit-learn

    7

    Understand Data Preprocessing, Feature Engineering, and Model Evaluation

    8

    Get hands-on experience with real-world capstone projects

    Our course structure emphasizes practical application so you’ll graduate with a portfolio of real projects. 

    Course Framework

    Module 1

    Introduction to Data Science

    • What is Data Science?

    • Lifecycle of a Data Science Project

    • Career Path and Scope

    Module 2

    Python Programming Essentials

    • Python Basics & Control Structures

    • Functions and Core Syntax

    Module 3

    Data Handling with Python

    • NumPy and Pandas

    • Data Wrangling and Manipulation

    Module 4

    SQL for Data Analysis

    • SQL Queries, Joins, Aggregations

    • Subqueries and Window Functions

    Module 5

    Data Visualization

    • Matplotlib & Seaborn

    • Tableau Dashboards

    • Power BI Reports

    Module 6

    Statistics and Probability

    • Descriptive & Inferential Stats

    • Probability Distributions

    • Hypothesis Testing

    Module 7

    Machine Learning Fundamentals

    • Supervised & Unsupervised Learning

    • Regression, Clustering, Trees

    • Model Evaluation

    Module 8

    Capstone Project

    • End-to-end real-time project

    • Model deployment & presentation

    Tools & Technologies Covered

    At Zappcode Academy, we train you on the most in-demand tools used by data scientists worldwide: 

    Programming

    Python, R (optional)

    Libraries

    NumPy, Pandas, Matplotlib, Seaborn, Scikit-learn

    Visualization Tools

    Tableau, Power BI

    Databases

    MySQL, SQLite

    Version Control

    Git & GitHub

    Cloud & Deployment (Intro)

    Google Colab, Streamlit

    All tools are taught from scratch. No technical background? No worries – we cover it all. 

    Instructor Profile – Learn from Seasoned Industry Experts

    Course

    Rashmi M. Joshi

    Co-Founder & Lead Technical Trainer, Zappcode Academy
    Rashmi M. Joshi, co-founder of Zappcode Academy, is an experienced IT educator with 9+ years in the tech industry. She specializes in hands-on training and project-based learning, combining real-world experience with education. Rashmi has led numerous projects in ERP, web/mobile apps, SaaS, and business automation, and is known for her strong mentorship in career planning and interview preparation.

    Technologies she works with:

    Data Science

    Python

    SQL

    Git & GitHub

    Full Stack Development

    Verified Achievement

    At Zappcode Academy, every course you complete comes with a professionally designed certificate, recognized and respected by employers and industry professionals.
    Show off your skills on your resume and LinkedIn
    Validate your learning with proof of achievement
    Boost your chances for job opportunities and promotions

    Frequently Asked Questions (FAQs)

    What is the duration of the Data Science Course?

    The course duration is 6 months, including weekend and weekday batches. 

    Do I need prior programming knowledge?

    No, our course is beginner-friendly. We start from the basics of Python and gradually build up to advanced topics. 

    Will I get a certificate?

    Yes, you will receive a Data Science Course Completion Certificate from Zappkode Academy, plus a project/internship certificate. 

    Is placement assistance provided?

    Yes, we provide placement support, resume building, and mock interviews to help you crack your first data science job. 

    What is the course fee?

    Our Data Science Course is affordably priced, with flexible installment options. Contact us to get the latest fee details. 

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