Loading...

Some text here to Notify People

link

Data Analytics + Python

Data Analytics + Python equips learners with essential skills in data handling, visualization, and statistical analysis. Gain hands-on experience with real datasets, master Python tools, and become job-ready for roles in data-driven industries.

9000+ Jobs

At Instructo, we believe your success shouldn’t have a limit. That’s why we offer unlimited placement opportunities to all our learners. Whether it takes one attempt or ten, we’re with you every step of the way—until you land the right job.

walmart.svg uber.svg tech-mahindra.svg m-logo.svg itc.svg intel-logo.svg ibm.svg google.svg apple-logo.svg amazon-logo.svg
TRACK OVERVIEW

Experience the new way of learning

Learn in live classes, solve real-life case studies, get mentored by the top 1% experts. Be the talent every recruiter in the industry is looking for!

LEARNING JOURNEY AT INSTRUCTO

Your Learning Journey at Instructo

At Instructo, we’re committed to transforming how you learn, grow, and launch your career. Our learning journey is carefully designed to take you from beginner to job-ready—step by step.

Build Strong Foundations

Apply Your Skills Through Projects

Get Mentored by Industry Experts

Resume, LinkedIn & Interview Prep

SYLLABUS

Instructo's world-class curriculum

At Instructo, our curriculum blends industry-relevant theory with hands-on practice. From foundational concepts to advanced skills, every module is designed to prepare you for real-world roles and career success.

Your Instructors

naresh
naresh
full stack developer
4 Rating

java, spring boot

Your Instructors

mohan
mohan
full stack developer
4 Rating

java, spring boot

Course Curriculum

What Is Data Analytics?
Lifecycle Of Data Analytics
Applications And Use Cases
Roles In Data Analytics

Python Installation And Setup
Variables, Data Types, Operators
Conditionals And Loops
Functions And Modules

Lists, Tuples, Sets, And Dictionaries
List Comprehension
String Manipulation
Built-in Functions

Introduction To Jupyter Notebook
Markdown Formatting
Code Execution And Shortcuts
Best Practices For Notebooks

Arrays And Array Operations
Indexing, Slicing, And Reshaping
Mathematical Operations
Broadcasting And Vectorization

Series And DataFrames
Reading/writing CSV, Excel, JSON
Filtering, Sorting, And Grouping
Handling Missing Data

Identifying And Handling Null Values
Removing Duplicates
Outlier Detection
Data Type Conversion

Basic Plots: Line, Bar, Scatter
Customizing Charts
Subplots And Grid Layouts
Saving Visualizations

Statistical Plots: Boxplot, Violin, Heatmap Categorical And Relational Plots
Styling And Themes
Multi-plot Grids

Descriptive Statistics
Correlation Analysis
Distribution Analysis
EDA Workflow With A Dataset

Date And Time Handling
Time Series Visualization
Resampling And Frequency Conversion
Rolling Statistics

Basic SELECT Statements
Filtering And Sorting Data
Joins And Subqueries
Grouping And Aggregation

Mean, Median, Mode
Variance And Standard Deviation
Skewness And Kurtosis
Data Summarization

Probability Distributions
Sampling Techniques
Hypothesis Testing
Confidence Intervals

Importing Datasets From APIs
Open Data Sources
Data Wrangling Projects
Project-based Learning

Principles Of Storytelling With Data
Choosing The Right Visuals
Communicating Insights Effectively
Dashboard Thinking

Creating Interactive Dashboards
Filters And Slicers
Embedding Python Visuals
Sharing Dashboards

Supervised Vs Unsupervised Learning
Model Evaluation Metrics
Train-test Split
Overfitting And Underfitting

Linear Regression
Logistic Regression
Decision Trees
Model Interpretation

Problem Statement Selection
Data Cleaning And EDA
Insight Generation
Final Presentation/report

Highlighting Data Skills In Resumes
Project-based Portfolio Tips
Building Your LinkedIn Presence

Technical Mock Interviews
Case Study Practice
Analytics Interview Questions
Communication And Soft Skills
download
Download Curriculum
CAREER GROWTH
Personalized Career Coaching

One-on-One Guidance Tailored to Your Career Goals
Our dedicated career coaches work with you to understand your career aspirations and create a personalized job search strategy. From resume building to interview preparation, we ensure you're ready to stand out in the competitive job market.

Exclusive Job Portal Access

Your Gateway to Top Tech & Product Management Jobs
Gain access to our exclusive job portal where we feature job listings from top-tier companies. Our portal is updated regularly with positions in coding, tech, and product management, ensuring you're always in the loop about new opportunities.

Exclusive Networking Events

Connect with Industry Leaders and Hiring Managers
We regularly host networking events, webinars, and career fairs where you can meet hiring managers, recruiters, and professionals from leading companies. These events give you direct access to potential employers and help you expand your professional network.

Strong Employer Partnerships

Connecting You with Leading Companies
We have established strong partnerships with over 100+ industry-leading companies. These collaborations allow us to offer you exclusive job opportunities, internships, and career advancement resources with top firms actively looking for talent in tech, coding, and product management.

25 LPA
Packages Upto
95%
Placement Ratio
Unlimited
Placement Oppurtunities

Fee details at Instructo

Most choosen
🏢

JobSprint

₹35000
  • Live interactive classes
  • Lifetime content access
  • Expert-designed curriculum
  • Project-based modules
  • Affordable Fee
  • Certificates upon completion
  • Self-paced learning
  • Doubt-clearing sessions
  • Placement Oppurtunities
  • Capstone project and real-world cases

Ideal For Candidates Looking For Jobs , Placements And Career Switch

Get In Touch With US

Discover a supportive community of online instructors.

Testimonials

People Say About Insstructo

Marketing Professional turned Analyst

I come from a non-tech background and was honestly intimidated by data and code. But Instructo made Python and data analytics feel doable. The hands-on projects and mentor sessions gave me confidence — I’ve already added two to my portfolio

Anjali M

Not Just Theory - Full Fledged Practical learning

This course was way better than what we learned in college. It’s not just theory — you actually work on real datasets, use libraries like pandas and matplotlib, and get feedback on your code. Super helpful if you want to stand out in placements.
 

Rohit S

From Non-Tech to Data Analyst

I joined to upskill while working full-time, and the flexible schedule really helped. What I loved was the focus on practical application — not just code, but how to derive insights that matter. Worth every hour I spent.

Saurav P

From Confusion to Clarity with Full Stack & GenAI

I used to jump between tutorials and still felt lost. Instructo’s full stack course gave me structure—and the GenAI part? Game changer. I now build apps faster and actually understand what’s going on.

Aayush M

Switching Careers? This Course Made It Possible

As someone switching from sales to tech, I needed a course that’s beginner-friendly but industry-relevant. This course not only taught me how to build real apps but also how to use AI tools like GitHub Copilot to boost my coding. Super practical.

Divya R

Real PM Skills, Real Career Shift

Coming from a tech background, I wanted to shift into product but had no idea where to start. Instructo’s program broke it down perfectly—from user research to roadmapping to working with developers. The mentor support was gold, and the final project actually helped me land PM interviews!

Siddharth A

OUR PROGRAM IN DETAIL

How our program works

Instructo EduTech is a leading education technology platform offering interactive, outcome-based learning programs. We bridge the gap between academic education and industry needs through live training, mentorship, and skill-building experiences.

Our programs are designed for a wide range of learners including students, working professionals, and academic institutions. Whether you're a beginner or looking to upskill, we have courses suited for your goals.

We offer both live sessions and recorded content. Our flagship programs feature live, instructor-led training for real-time interaction, while recorded sessions are available for self-paced learners.

Yes, learners receive an industry-recognized certificate upon successful completion of eligible courses or training programs. These certificates can be added to resumes or LinkedIn profiles.

Yes, for select programs, we offer career support including resume reviews, mock interviews, and access to placement opportunities through our hiring partners.

Browse our course catalog, select your desired course, and click “Enroll Now.” You’ll be guided through a simple registration and payment process.

Some advanced programs may require prior knowledge or experience, which will be mentioned in the course description. Most beginner and intermediate courses require only basic familiarity with the subject.