Best AI/ML and Data Science Course

Prime 3.0 - AI/ML Batch starting in

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You are a BTech/MTech or BCA/MCA or BSc/MSc Computer Science student.

Become Job ready for AI Engineering & Data Science Jobs and Internships
Build & Deploy multiple Industry Grade Projects for Resume & Portfolio
Build practical skills to contribute in hackathons, open source & research
Weekend schedule to help you with regular college classes
Learn concepts like Deep Learning GenAI, AgenticAI, RAG & much more.

You are a professional working as a software engineer, data analyst, data engineer, consultant etc.

Upskill with relevant AI/ML skills for the Tech Industry
Learn & Transition to AI & Data Science job roles
Build & Deploy relevant AI/ML Projects for Resume & Portfolio
Weekend schedule to help you with regular work commitments
Expand your learning on concepts like LLMs, RAG, Docker, Kubernetes etc.

You are a complete beginner to programming and come from a non-tech background.

Upskill to gain relevant AI skills & practical exposure to go for AI Tech roles
Get a strong hold on Programming with Python, SQL, PyTorch etc.
Build Industry grade projects and get certification
Learn relevant AI, Machine Learning & Deep Learning skills just to stay ahead
No pre-requisites to start

Python (programming language)

Variables & Operators

Conditional Statements & Loops (Flow Control)

Functions & lambda functions

List & List comprehensions, Tuple, Dictionary, & Set

File Handling & JSON Module

Object Oriented Programming (OOPs) - in Detail

Data collection, preprocessing & visualization

Numpy, Pandas, Matplotlib, Seaborn etc.

Mathematics for AI

Statistics, Probability, Linear Algebra, Calculus, Central Limit Theorem etc.

Supervised Learning in ML (classification & regression)

Algorithms - Linear regression, Logistic regression, Naive Bayes, KNN, Decision Trees etc.

Unsupervised Learning in ML (clustering & association)

Algorithms - K-means, DBSCAN, PCA for dimensionality reduction etc.

Reinforcement Learning in ML

Additional concepts: precision, recall, F1 score, bias/variance tradeoff etc.

Scikit-learn & Kaggle

+ Multiple projects

Neural Networks & Terminologies

Forward & Backward Propagation

Perceptron

FNN Architecture (Feed forward neural network)

RNN Architecture (Recurrent neural network)

LSTM (Long short term memory network) need & advantages

CNN Architecture (Convolutional neural network)

Transformers

PyTorch

PyTorch vs TensorFlow vs Keras

+ Multiple Projects

Introduction to GenAI & LLMs (Large Language Models)

RNNs for NLP (Natural Language Processing)

GAN (Generative Adversarial Network)

RAG (Retrieval-Augmented Generation)

Agentic AI

Cursor AI, Github co-pilot, Claude etc.

Working with OpenAI APIs

Flask (Development with AI)

Frontend fundamentals (HTML, CSS, JS)

SQL (for Data Science)

Git & Github (Version Control)

Docker

Kubernetes

Multiple minor & major projects

Industry grade domain specific projects

Finance, Medical, E-commerce (Clustering), Media (Sentiment Analysis) etc.

GenAI assistant

+ additional assignment projects

PRIME 3.0

Python & Data (pre-processing, collection & visualization)
Machine Learning concepts & algorithms
Deep Learning & GenAI concepts
Industry relevant curriculum with concepts like LLMs, RAG, Docker etc.
Multiple AI/ML minor & major Projects
Individual Doubt Support: TAs
Certificate of Completion
Start Date - 17th Sept, 2026

AI Based Face & Voice Recognition System fine-tuned to work with any org. specific data - Tech / Education (use case)

A machine learning based e-commerce segmentation system for users - E-commerce (use case)

An end-to-end deployed AI Gym Trainer for personalized training & metric tracking - Healthcare & Fitness (use case)

A deep learning based RNN implementation for sentiment analysis - Media & Entertainment (use case).

An AI Powered Finance based system to automate tracking & categorizing - FinTech (use case).

These will be additional major projects using advance concepts covered by AI professions working in industry.

CRACKED Microsoft & Amazon

I trusted ApnaCollege & enrolled in Alpha in my 2nd year for placement preparation. It gave me a good path to follow along with a streamlined syllabus. The batch supported me a lot.

CRACKED GOOGLE

The best things about Alpha was solving lots of questions while saving a lot of my time. In fact 2 of the Qs asked to me in Google interview were directly from Alpha. I am very grateful to ApnaCollege for everything.

CRACKED JP Morgan

I followed ApnaCollege for everything & watched almost all the videos. With their batch I could study consistently, the alternate day schedule kept me extra motivated to complete all topics. It is a dream come true.

CRACKED GOOGLE & MICROSOFt

I tried to study DSA from youtube but it was confusing & the path was not clear so I enrolled in Alpha for my placement prep. Consistently studying from Shradha ma'am's lecture, completing assignments & giving lots of contests helped me crack 3 tech companies.

CRACKED FASTENAL

I am a student of Tier3 college & initially faced a lot of issues in coding. But after studying from ApnaCollege, I believe any student who consistently studies from them can crack a good placement like me.

CRACKED MICROSOFT

With ApnaCollege batch I understood the importance of daily practice & an ATS friendly resume for placements. The access limit in the batch also gave me an extra push to complete the batch on time & strengthen my skills. Even just before my Microsoft interviews I was watching Alpha lectures.

CRACKED DEUTSCHE BANK

Because of ApnaCollege I got 1st day 1st offer in placement season. The batch gave me a great flow & consistency. With ease I was able to complete all my lectures & questions.

CRACKED SIEMENS

I am from Electrical branch & initially coding with college was tough for me. I wasn't able to build momentum with youtube either. But with the batch I started coding & practicing questions daily. In my interview I got the exact question we solved in class & I was so happy.

CRACKED PAYPAL

ApnaCollege helped me cracked Paypal internship & & get a PPO for job. The batch gave me a structured path to follow. Everything from lecture & assignments to mentorship session helped me a lot during my interviews.

CRACKED JP MORGAN

I studied from ApnaCollege's batch which was a complete package for me. It had everything from lectures to practice Qs. Best part about it was that it saved my time a lot as I found all resources at a single place which helped me for placements.

CRACKED GOOGLE & MICROSOFT

With ApnaCollege I found a good structure to follow for placement preparation. I would watch the lectures & then practice more to build on the concepts. In fact, many of my friends studied from Alpha & cracked good companies.

CRACKED CISCO

Because of Covid a lot of my college time got wasted. Before I enrolled in Alpha I had already watched ApnaCollege's lectures on Youtube. With Alpha I felt a sense of commitment that helped me study consistently. It gave me a lot of of confidence boost for placements.

Start today

You are just months away from cracking your dream company.
Believe in yourself

AI is simple. You just need the right guidance. Consistency & hard work will help you be Internship/Placement ready for Tech companies.

Frequently asked questions

If you are someone who is:
1. targeting internships/jobs for AI tech roles (data scientist, AI engineer/ML engineer/GenAI engineer etc.)
2. or a working professional looking to transition to AI/ML roles
3. or want to upskill yourself with AI skills
4. or build AI/ML projects to enhance your resume
then this batch is for YOU.

Here's the link for international students : Enroll Now

Shradha Khapra Ma'am will be the Teacher for all the AI/ML concepts throughout the batch.
There will be a dedicated team of qualified Teaching Assistants (TAs) to help you out with any doubts in the lectures or projects.
AI/ML major projects will be covered end to end by skilled professionals in the AI field with relevant experience (or skills & achievements) in the industry.

Prime covers all industry relevant AI, ML & Deep Learning skills which include - Python programming, data handling, machine learning, deep learning, and generative AI, with practical projects to apply your learning.

In Prime you'll not only learn concepts but do a lot more including:
1. Apply your learnings on multiple minor projects
2. Solve assignment problems & projects
3. Build & Deploy multiple major projects
4. Guidance about programs like GSoC
5. Get Mentorship sessions about Linkedin profile, resume building, off-campus placements etc.

Yes, this course will cover all important concepts from basic till advanced. So, there is no need to know anything about coding beforehand.

Anyone, from any background or field of study, can take up this batch and learn AI/ML.

Yes, this is a complete batch for preparation & it is designed for beginners and intermediate learners who want to master ai engineering & data science skills and become industry-ready with hands-on experience.

There will be a dedicated team of TAs in your Prime community that will resolve your individual doubts.

The batch duration will be around 4.5+ months. Additional projects will be provided for more hands-on practice in the 5th month.

The batch is taught in Hinglish (a mix of Hindi & English), very similar to the launch video of the batch.

The batch is accessible for the duration of 15 months from the date of enrolment.
For consistency a deadline is important and i.e. why we don't believe in lifetime access as it may lead to procrastination and prolonged unemployment.

Yes, you will get a certificate of completion after finishing all the lectures.

Yes, the schedule will be Weekend lectures. Lectures for each week will be uploaded on 2 days of the weekend(Fri/Sat/Sun).
Exact weekend days, lecture duration & live session timings will be conveyed in a Live orientation session of batch when batch starts. [See start date in current batch section]

Yes, there will be programming assignments & solutions with Python programming language to practice coding. AI/ML practice will be done via minor projects & some assignment projects.

Yes, an exclusive Prime community will be there for all enrolled students.

Please note that Shradha ma'am's mentorship sessions in the batch will be conducted in Live mode. The lectures will be available via weekend schedule & are to be completed in a self-paced manner.

Lecture timing will be such that it doesn't clash with college classes or office hours and will be conveyed in the Live Orientation session on the batch start date. [See start date in current batch section]
The timings for mentorships session with Shradha ma'am may vary but will be held in the evenings.

To access your batch, Log in to the website and go to My Batch section on the website.
Once enrollment is done, you will receive a confirmation email on the email id you used during payment. And batch access is provided to that same email id, so login using that.
Please note, the lectures will be visible after the batch starts. [See start date in current batch section]

In most of the cases this is because you filled a different email address or wrongly typed your email address while payment. In such a case please send us an email at prime@apnacollege.in with the subject "ENROLMENT ISSUE Prime" along with your full name, phone number, payment id from Receipt/Invoice and a screenshot of your payment.
(Support team may take 24 hours to address your issue due to heavy load.)

Please refer to this video for help: https://www.youtube.com/watch?v=E4xgahYaHH0

Helpful Links

Get in touch

alpha@apnacollege.in
delta@apnacollege.in
sigma@apnacollege.in
Support Team : 10am-6pm