01 / 06
Sales Performance Dashboard
A clean, interactive dashboard tracking the KPIs leadership checks weekly.
codeBuilt in class · the code is yours
Enrolling now · Beginner
Data Analytics
Become a Data Analyst
Not just charts. Clean messy data, query it with SQL, analyse it in Python and build dashboards leaders actually act on.
sell
$499.00
everything included
calendar_today
8 Weeks
vs 6 months
rocket_launch
Build-first
not theory
starstarstarstarstar4.9 · 127 reviews
play_lesson60 lessons
schedule8 Weeks
inventory_2
15+
projects you ship
starRated 5.0 on Google
verifiedCertificate on completion
all_inclusiveLifetime access
forumMentor support
deployed_codeBuild-first projects
cast_for_educationLive, mentor-led classes
menu_book
The full curriculum
8 Weeks · every module ships something real
By the end you've shipped a capstone and built a portfolio that speaks for itself.
view_module
12
modules
play_lesson
60
lessons
Understand the analyst role, the end-to-end analytics process and the tools you will use throughout the course.
- play_circleWhat data analysts do
- play_circleThe analytics process: ask, prepare, analyse, share
- play_circleTypes of analytics
- play_circleData roles & career paths
- play_circleSetting up your toolkit
Use Excel the way analysts do — clean, combine and summarise data quickly.
- play_circleCleaning data in Excel
- play_circleEssential formulas for analysts
- play_circleLookups & joins in Excel
- play_circlePivotTables for analysis
- play_circleCharts that communicate
Learn the practical statistics analysts rely on to draw sound conclusions from data.
- play_circleDescriptive statistics
- play_circleDistributions & variability
- play_circleCorrelation vs. causation
- play_circleSampling & confidence
- play_circleA/B testing basics
Query databases confidently with SQL — the single most requested skill in analyst job postings.
- play_circleDatabases & tables
- play_circleSELECT, WHERE & ORDER BY
- play_circleAggregations with GROUP BY
- play_circleFiltering groups with HAVING
- play_circlePractice on a real database
Write powerful queries with joins, CTEs and window functions to answer complex business questions.
- play_circleJOINs across multiple tables
- play_circleSubqueries & CTEs
- play_circleWindow functions
- play_circleCASE statements
- play_circleQuery optimisation basics
Get productive in Python for analysis — no prior programming experience needed.
- play_circlePython essentials for analysts
- play_circleJupyter notebooks
- play_circleWorking with files & APIs
- play_circleNumPy basics
- play_circleWriting reusable functions
Transform messy real-world datasets into clean, analysis-ready tables with pandas.
- play_circleDataFrames & Series
- play_circleCleaning missing & messy data
- play_circleGrouping & aggregation
- play_circleMerging & reshaping
- play_circleDates & time series
Explore data systematically to uncover patterns, outliers and the insights that matter.
- play_circleAsking the right questions
- play_circleUnivariate & bivariate analysis
- play_circleSpotting outliers & patterns
- play_circleSegment analysis
- play_circleDocumenting findings
Create clear, compelling charts in Python that make your findings easy to understand.
- play_circleMatplotlib fundamentals
- play_circleSeaborn for statistical charts
- play_circleChoosing the right chart
- play_circleStyling for clarity
- play_circleVisual storytelling
Build interactive dashboards in Tableau and publish them to your public portfolio.
- play_circleConnecting data in Tableau
- play_circleBuilding core visualisations
- play_circleCalculated fields & parameters
- play_circleInteractive dashboards
- play_circlePublishing to Tableau Public
Turn analysis into decisions — communicate insights in a way stakeholders act on.
- play_circleFraming a business problem
- play_circleFrom analysis to recommendation
- play_circlePresenting to stakeholders
- play_circleWriting an insights report
- play_circleHandling questions & feedback
Complete an end-to-end analytics project with SQL, Python and a dashboard — ready for your portfolio and interviews.
- play_circleChoosing a real-world dataset
- play_circleEnd-to-end analysis plan
- play_circleSQL, Python & dashboard build
- play_circleFinal presentation
- play_circlePortfolio & interview preparation
Tools you'll work with
play_circle
Video stories
Hear it from our learners
Real learners, in their own words: what they learned, what they built and how the classes felt.
3 videos · tap to play
Student results
Data Analytics
Alyona
Data Analysis learner
Alyona
0:00 / 0:00
Tap for sound
Data Science & AI
Michael Harrison
Machine Learning learner
Michael Harrison
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Data Science & AI
Mou Rani
Data Science learner
Mou Rani
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bolt
What you'll master
Skills the market actually pays for
Every outcome below is something you'll practise hands-on — not just hear about.
01
Clean and prepare real-world data
check
02
Query databases with SQL
check
03
Analyse data with Python & pandas
check
04
Build dashboards leaders act on
check
05
Tell a clear data story
check
Honest moment
Sound like you?
content_copy
Stuck copy-pasting reports by hand
Hours every week on work a single query could do for you.
help
SQL and Python feel out of reach
You know Excel, but every data job asks for more.
trending_down
Charts nobody acts on
Walls of numbers, no story — leadership skims past your work.
work
"Data analyst" jobs need skills you can't tick yet
Every listing wants SQL plus a tool you haven't learned.
visibility_off
Overlooked for the analyst role
The person who turns data into decisions gets promoted. Not you, yet.
hourglass_empty
Falling behind on data skills
Every team is becoming data-driven. Waiting only costs you.
If any of these hit home — this is built for you.
target
Built for your goal
One course. Three ways to win.
01 / 03
school
Students & Freshers
Graduate with proof, not just marks.
- check_circleShip real projects for your portfolio
- check_circleBecome the most-hireable builder in your batch
- check_circleGet a certificate + portfolio reviews
- check_circleStand out in every interview
02 / 03
work
Working Professionals
Level up without quitting your job.
- check_circleLearn at your own pace, after work
- check_circleAdd the skills your current role is missing
- check_circleBuild a switch-ready portfolio
- check_circleFuture-proof your career
03 / 03
storefront
Founders & Freelancers
Sell outcomes, not hours.
- check_circleAutomate real work end to end
- check_circleAdd high-ticket services to your offer
- check_circleReplace expensive SaaS with systems you own
- check_circleEarn from what you build
What you'll build
You don't watch tutorials. You ship dashboards teams rely on.
You'll ship 15+ real projects across the program — every one working software, and you keep the full source code for each.
02 / 06
SQL Reporting Suite
Answer real business questions straight from a database with SQL.
codeBuilt in class · the code is yours
03 / 06
Python Data Analysis
Turn a messy CSV into clear, defensible insights with pandas.
codeBuilt in class · the code is yours
04 / 06
Data-Cleaning Pipeline
Automate the boring cleanup so your reports build themselves.
codeBuilt in class · the code is yours
05 / 06
Customer Insights Report
Segment customers and surface what actually drives revenue.
codeBuilt in class · the code is yours
06 / 06
Capstone Analytics Project
One flagship, end-to-end analysis you can show any employer.
codeBuilt in class · the code is yours
…plus your own capstone
A portfolio-ready project you design, build and present.
balance
The honest comparison
Same outcome. A fraction of the price.
-
Duration
This course 8 Weeks
A typical analytics bootcamp 6 months
-
Format
This course Build-first projects
A typical analytics bootcamp Mostly recorded theory
-
Projects you ship
This course 15+ real builds
A typical analytics bootcamp 2–3 capstones
-
Access
This course Lifetime + updates
A typical analytics bootcamp Time-limited
-
Certificate
This course Verifiable + portfolio
A typical analytics bootcamp Generic
-
Mentor support
This course Community + mentors
A typical analytics bootcamp Limited
Ankit Kumar
Founder & Lead AI Instructor
4.9/5
average rating
person
Meet your mentor
Learn from someone who ships AI
Ankit Kumar is an AI engineer, educator, and the founder of Ankit Kumar Academy. Over the last 7+ years he has helped more than 2,500 learners break into data and AI careers — translating dense research into practical, build-first lessons that actually ship.
7+ Years
experience
2,500+
learners
22+
courses
workspace_premium
2,500+ Learners Mentored
Across data science, AI and analytics programs worldwide.
school
22+ Courses Published
From Advanced Excel to Agentic AI engineering.
rocket_launch
500+ Career Transitions
Students placed into data and AI roles at top companies.
verified
7+ Years in Industry
Shipping production data and AI systems at scale.
lock_open
Lock your seat
One price. No tiers. No upsells.
Less than your monthly streaming bills — and a single project can pay it back many times over.
- play_lesson60 lessons
- deployed_code15+ real projects
- workspace_premiumVerifiable certificate
- all_inclusiveLifetime access & updates
- forumCommunity & mentor support
- codeProject portfolio on GitHub
workspace_premium
Proof of completion
Finish the course, ship your projects, and earn a verifiable certificate signed by Ankit Kumar. Add it to LinkedIn and your résumé — backed by real builds on GitHub, not just a piece of paper.
verified_user
Learn with confidence
Do the projects and get stuck? Our mentors will personally help you build. We're here to get you to a shipped, working product — not to leave you with a folder of unwatched videos.
quiz
Common questions
Got questions?
Still unsure? Talk to us — a real person replies, usually the same day.
Yes. The program is build-first and starts from the fundamentals. You learn by shipping small projects from day one, with mentor support whenever you get stuck.
Lifetime. You get lifetime access to all 60 lessons and every future update to this course — learn at your own pace, rewatch anytime.
Yes — a verifiable certificate of completion signed by Ankit Kumar, plus a portfolio of real projects that matters far more to recruiters.
Yes. You get community access and mentor support so you never stay blocked — ask questions and get unblocked fast.
If you attend the classes, do the projects and still get stuck, our mentors will personally help you until you can build it. You can also book a free counselling call before you enroll to make sure the course is the right fit.
reviews
Google reviews
Why learners rate us 5.0 on Google
Real words from the learners and parents who study with Ankit Kumar Academy.
5.0
Google rating
127
learner reviews
Ankit is an excellent teacher and very well prepared — he outlined the course before we started. There are regular practice sessions to make sure you get hands-on training. I would definitely recommend Ankit if you want to learn data analytics or data science.
Learner review
Ankit is an excellent Python teacher — patient, knowledgeable and very clear in explaining concepts. The classes are practical, well-structured and focused on building strong fundamentals through hands-on problem solving. I have gained considerable confidence in Python and would highly recommend Ankit to anyone looking for effective and supportive guidance.
Learner review
If you are a beginner in the IT field, take Ankit Sir’s Data Science & AI course. I did, and I am glad to share my experience.
Learner review
I had a great experience learning with Ankit. His response time was very quick and he started the classes without delay. He was incredibly helpful with college-level CS coursework and also supported me with project work. He explains concepts in a very clear, easy-to-understand way, and he is extremely flexible with class timings — a huge plus for us in the US (CST time zone).
Learner review
The best teacher I have met in my life. I am learning Advanced Excel with Ankit Sir.
Learner review
I had the pleasure of learning from an exceptional AI teacher who made complex topics surprisingly simple and engaging. The sessions were well-structured, interactive and packed with real-world applications. Their deep knowledge, clarity and willingness to answer every doubt made learning smooth and inspiring. I now feel more confident about Artificial Intelligence — highly recommended.
Learner review
I learned Pygame from Sir — he taught me how to make games. Thank you, Sir. Now I can make my own games.
Learner review
Learning Excel with Ankit was an excellent experience. He is very knowledgeable, patient and skilled at explaining even complex topics in a simple, clear way. Each session was well structured and engaging, and he shared many practical tips and shortcuts that have already made a big difference in my daily work. I highly recommend him to anyone looking to improve their Excel skills.
Learner review
Ankit is a very patient and supportive tutor. He explains concepts clearly and makes even complex topics easy to understand. I really enjoyed the practical approach to learning with him. Highly recommended!
Learner review
A good teacher for SQL programming.
Learner review
I am learning Advanced Excel and it is really good. I got job support from Ankit Sir as well.
Learner review
Super organised and detailed instructor, very patient with teaching kids. My daughter loves Ankit’s class and his method of teaching. He is an exceptionally disciplined teacher who really cares about making the child learn — he always sends notes and homework and keeps her on track by checking her progress. Highly recommended.
Parent review
I had the best experience learning Python with Ankit Sir. His teaching skills are excellent. Thank you, Sir.
Learner review
Ankit is taking Python classes for my son and has been very professional in his approach. He is very knowledgeable in Python and its applications for AI and ML use cases. I would strongly recommend him.
Parent review
I am learning AI from this institute. A very good tutor.
Learner review
Excellent teacher. Ankit is very friendly and patient with my son, who is very happy doing lessons with him. He is dedicated and very passionate about teaching — we cannot recommend him enough.
Parent review
Ankit Sir’s Advanced Excel class transformed the way I work with data! His clear explanations and real-world examples made complex topics like pivot tables and conditional formatting easy to understand. Highly recommended for anyone looking to master Excel.
Learner review
I took classes from Ankit for Word, Excel and PowerPoint. He teaches very professionally, and all the class recordings and documents were shared with me, which helped me revisit concepts after each class.
Learner review
I completed my Data Science course under the guidance of Ankit Kumar Sir, and it was a great learning experience. His way of explaining complex concepts like machine learning and statistics in a simple, practical manner really helped me.
Learner review
Ankit is outstanding, especially when it comes to punctuality — he is never late and always starts the class exactly on time. He explains concepts clearly, uses practical examples and makes sure the student understands before moving on. His dedication, teaching style and respect for the student’s time make him one of the best instructors I’ve had.
Learner review
I really appreciate your teaching skills, the command you have over every computer topic and the way you clear our doubts with a smile.
Learner review
Ankit has been an outstanding Python teacher, and my son really enjoys learning with him. His clear and engaging teaching style makes complex concepts easy to grasp, and he uses practical, real-world examples. The course materials are well organised, with effective homework that complements the lessons. I highly recommend Ankit for his expertise, dedication and passion for teaching Python.
Parent review
The best data science trainer I have met in my life.
Learner review
I am a complete beginner to both Python and coding. Ankit follows a great flow for beginners, with patient explanations of each concept followed by very simple sample code. Great teacher, very patient — definitely recommended.
Learner review
A great way of teaching — he uses easy methods that make every topic understandable.
Learner review
Ankit is an excellent teacher — disciplined, patient and with strong knowledge of his subject. His teaching style is clear and easy to understand, and he always makes sure students feel confident in their learning. I highly recommend him to anyone looking for a dedicated tutor.
Learner review
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From here, you either build it — or keep watching others.
Start today for $499.00. Lifetime access. 15+ real projects. A certificate that means something.
Certificate included · UPI / Card / EMI · Lifetime access
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