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CERTIFICATE COURSE
Data Analytics
Become a high-paying Data Analyst with our Data Analytics Course and learn the skills companies are actively looking for. Get 1:1 guidance from experienced mentors, learn at your own pace, work on practical projects and build job-ready skills with industry-relevant tools. No prior experience or degree is required.
6 Months
Course Duration
Offline/Online
Course Type
100%
Placement Assisstance
A SURVEY CLAIMED
Data Analytics is becoming one of the most important skills in India’s job market. A foundit report shows that Data Analyst roles made up 15% of top gig roles in March 2025, up from 8% a year earlier.
The salary numbers are promising too. Data Analysts in India earn an average of around ₹6.57 LPA, according to Indeed’s July 2026 salary data, while Quess Corp reports ₹6–12 LPA for professionals with 1–3 years of experience in Data Science & Analytics.
Top companies like PwC, KPMG, EY & much more are actively looking for skilled professionals. So, if you are willing to get into the industry then it is the correct time!
ROLES YOU MAY PURSUE
AFTER COMPLETING THE PROGRAM

Data
Analyst

Business
Analyst

BI
Analyst

Reporting
Analyst

Data Visualization
Analyst

MIS
analyst

Junior Data
Analyst

Operations
Analyst

Marketing
Analyst

Product
Analyst
OUR COURSE MODULES
Join a community of like-minded creatives and learn from experienced industry professionals
Month 1: Python Fundamentals for Data Analytics
- Learn about data analytics, its types, workflow, and real-world applications
- Set up Python, Jupyter Notebook, VS Code, and Google Colab
- Understand Python variables, data types, operators, input, and output
- Apply conditional statements and loops to solve problems
- Work with lists, tuples, sets, dictionaries, and functions
Month 2: NumPy and Pandas Fundamentals
- Create, manipulate, filter, and reshape NumPy arrays
- Perform numerical and statistical operations using NumPy
- Understand Pandas Series and DataFrames
- Import datasets from CSV, Excel, and JSON files
- Select, filter, sort, and modify structured data
Month 3: Data Cleaning and Transformation
- Identify and handle missing, duplicate, and invalid data
- Clean text, convert data types, and process dates
- Create calculated columns and transform existing values
- Group and summarize data using aggregation and pivot tables
- Combine multiple datasets using merge, join, and concatenation
Month 4: Statistics, EDA, and Data Visualisation
- Understand descriptive statistics, distributions, and outliers
- Analyse relationships using correlation and covariance
- Perform exploratory data analysis on real-world datasets
- Create charts using Matplotlib and Seaborn
- Communicate analytical findings through visual storytelling
Month 5: SQL and Interactive Dashboards
- Understand relational databases and fundamental SQL concepts
- Retrieve, filter, sort, group, and summarize database records
- Combine multiple database tables using SQL joins
- Connect Python and Pandas with SQLite or MySQL databases
- Build an interactive analytics dashboard using Streamlit
Month 6: Business Analytics and Capstone Project
- Define a business problem and select relevant KPIs
- Clean, transform, and analyse a real-world dataset
- Identify trends, patterns, relationships, and anomalies
- Create visualisations and an interactive dashboard
- Present findings, conclusions, and data-supported recommendations
ELIGIBILITY & HOW TO APPLY
- Strong foundation in Mathematics & Statistics required.
- BSc/M.Sc. in Physics, Chemistry and Mathematics can apply.
- B.Tech, M.Tech, BCA, MCA candidates are also eligible.
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Step 1: Fill the Application Form
Begin your journey by filling up the application form (top right corner).
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Step 2: Appear for an Interview
Get in a one-on-one interview/interaction with our programme adviser.
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Step 3: Become a part of us
Receive your offer letter and confirm your seat by completing the admission fee payment.
SKILLS TO SEEK AS
AI-ML PROFESSIONAL
Excel & Advanced Excel
SQL & Database Management
Python for Data Analysis
Power BI & Dashboarding
Data Cleaning & Preparation
Data Visualization
Statistical Analysis
Exploratory Data Analysis
Business Intelligence
Reporting & Insights
Data Interpretation
Predictive Analytics
SUCCESS STORY
Ordinary to Extraordinary
Dippendu Hazra
Urban canvas Design studio
"Red Apple Learning is one of the least known but very effective organizations to pursue your career in game design, animation, coding and many more. If you want to make your career in any of these fields this organization is one of the best. Here the Teachers guide us in an effective way to make a successful career. The facility and the faculty is very good here."
Sayani Ghosh
Life Productions
"I always wanted to build my career in Gaming industry. & Red apple learning pvt. ltd. is the best place for learning 2D Graphics designing & UI/UX, 3d game art, animation, Game development with best environment. & they also provide in-house placement."
Sudipto Sen
Red Apple Technologies
"Excellent place for the people who really want to build their future in gaming sector. Awesome Institute they provide also pre placement offer during the admission time."
Rahul Palit
Red Apple Technologies
"RAL Strategic Management and Business Essentials program has transformed my career. The marketing and branding module taught me to develop effective strategies, analyze trends, and create compelling brand narratives. It also enhanced my leadership skills. I highly recommend this program for career growth."
Souvik Mondal
Clirnet
"Currently, I'm learning graphic design from Red Apple Learning. This institute is providing quality education with a lovely environment. Our faculty is super friendly, which makes our regular classes more interesting and enjoyable. Tbh, I feel really blessed to be a part of Red Apple Learning."
Sneha Sarkar
NLS
"RAL Strategic Management and Business Essentials program has transformed my career. The marketing and branding module taught me to develop effective strategies, analyze trends, and create compelling brand narratives. It also enhanced my leadership skills. I highly recommend this program for career growth."
Sk Faisal Ahamed
Clickipedia
"I am really happy to be a student of this esteemed institution. Right now I am learning graphic designing from this reputed institute. Red Apple Learning not only provides a platform to enrich academically but also emphasizes the all-round development of the student. The mentors and teachers are also helping us in enhancing our academic and interpersonal skills. Starting from celebrating different occasions to attending different programs related to the graphic designing course."
Rohan Baidya
Arrise(Pragmatic play)
"My experience at Red Apple Learning was truly transformative. I got training in Graphic Design and UI/UX equipped course which helped me with industry-relevant skills, and the faculty provided invaluable guidance. Thanks to their dedicated placement support, I secured a great job right after completing my course. Highly recommended for anyone looking to build a career in design!"WHY CHOOSE RED APPLE LEARNING?
Guaranteed Placement Support:
Multi placement opportunity along with F.U.E.L protocol make Red Apple Learning the most sought after training institute in Eastern India.
Purpose-Driven Training (Up to 40 Hours Practical Classes Per Week):
Get hands-on experience every week with intense, practical training that prepares you for real-world challenges.
Professional Bonus Classes :
Be an all-rounder through our professional bonus classes. Polish yourself through our spoken english classes, metacognitive classes, editing & photography classes, dedicated drawing & sketching classes, personal grooming & mock interview sessions and much much more.
WHY CHOOSE RED APPLE LEARNING?
Guaranteed Placement Support:
Multi placement opportunity along with F.U.E.L protocol make Red Apple Learning the most sought after training institute in Eastern India.
Purpose-Driven Training (Up to 40 Hours Practical Classes Per Week):
Get hands-on experience every week with intense, practical training that prepares you for real-world challenges.
Professional Bonus Classes :
Be an all-rounder through our professional bonus classes. Polish yourself through our spoken english classes, metacognitive classes, editing & photography classes, dedicated drawing & sketching classes, personal grooming & mock interview sessions and much much more.
To be eligible for admission, candidates must meet the following criteria
Designing:
- Students who have completed class 12 are eligible to apply.
- Students from NIOS and IGNOU can also apply.
- Open to students from any academic stream.
Programming:
- Students who have completed class 12 are eligible to apply.
- B.Tech/ M.Tech/ BCA/ MCA/ BSc/ MSc(CS) can apply.
- Students from NIOS and IGNOU can also apply.
Blockchain & AI-ML:
- Strong foundation in Mathematics & Statistics required.
- B.Sc/ M.Sc. in Physics, Chemistry and Mathematics can apply.
- B.Tech, M.Tech, BCA, MCA candidates are also eligible.
Designing:
- Students who have completed class 12 are eligible to apply.
- Students from NIOS and IGNOU can also apply.
- Open to students from any academic stream.
Game Development:
- Students who have completed class 12 are eligible to apply.
- B.Tech/ M.Tech/ BCA/ MCA/ BSc/ MSc(CS) can apply.
- Students from NIOS and IGNOU can also apply.
Full-Stack/ MERN & MEAN Stack Development:
- B.Tech/ M.Tech/ BCA/ MCA/ BSc/ MSc(CS) can apply.
- Students from NIOS and IGNOU can also apply.
Blockchain Pro:
- Strong foundation in Mathematics & Statistics required.
- B.Sc/ M.Sc. in Physics, Chemistry and Mathematics can apply.
- B.Tech, M.Tech, BCA, MCA candidates are also eligible.
Bachelor’s Degree:
- Students who have completed class 12 are eligible to apply.
- Minimum 50% marks or higher in Higher Secondary Exam (10+2).
- Students from NIOS and IGNOU can also apply.
- Open to students from any academic stream.
FREQUENTLY ASKED QUESTIONS
How long does the AI & ML course run?
The program runs for 3 months including placement.
Is this course online or offline?
This course is available both in offline and online mode.
Do I need to know programming languages before joining?
Basic knowledge of mathematics and statistics is recommended. Prior programming experience (especially Python) is helpful but not mandatory, as core concepts are covered.
Does the course include practical projects?
Yes, the curriculum includes hands-on projects and real-world case studies to strengthen the understanding of the concepts.
Does this program help with job preparation and placement?
Yes, indeed. The course includes 100% dual placement assistance (In-house and Pan India)
What are the eligibility requirements to enroll?
Candidates from B.Sc, B.Tech, M.Sc, M.Tech, BCA, MCA, or related fields are typically eligible.
How do I apply for the AI-ML course?
Apply via the online form or call/ WhatsApp: 6289690050/ 6291698908, then attend counselling and secure your seat after selection.

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