Follow Us
Get Admission Iqra AI

Machine Learning Course in Kolkata

  • Home
  • Machine Learning Training in Kolkata

Best Machine Learning Course in Kolkata – Acesoftech Academy

Our Advanced Machine Learning Course is tailored for aspiring data scientists and tech professionals who want to master predictive modeling, data analysis, and algorithm development. Whether you're a beginner or looking to upgrade your AI skill set, this course is the ideal gateway into the world of machine learning.

At Acesoftech Academy, we offer expert-led Machine Learning training in Kolkata with hands-on projects, real-time data analysis, and 100% placement assistance. You can join our classroom sessions at the Kolkata center or enroll in our live online training from anywhere.

The curriculum covers Python programming, data preprocessing, supervised and unsupervised learning, deep learning, and model deployment using tools like scikit-learn, TensorFlow, and Keras. Ideal for students, IT professionals, and freelancers aiming to enter the AI and data science industry.

Python Machine Learning

Machine Learning Course in Kolkata

Looking to start a career in Artificial Intelligence? Acesoftech Academy offers the best Machine Learning Course in Kolkata that helps you master ML algorithms using Python, scikit-learn, and TensorFlow. Designed for beginners and working professionals, this course enables you to build real-world predictive models and gain practical experience.

As one of the leading Machine Learning training institutes in Kolkata , Acesoftech Academy delivers job-ready skills through project-based learning. You'll dive deep into supervised and unsupervised learning, model evaluation, and neural networks — all under the mentorship of experienced data scientists.

More than 120+ students have successfully secured jobs in top MNCs after completing our Python Machine Learning course in Kolkata . With 100% placement assistance, practical training, and a modern curriculum, we help you become industry-ready. Join now and become part of the AI revolution powering self-driving cars, smart assistants, and advanced recommendation systems.

  • Build real-time ML models using Python, TensorFlow & scikit-learn
  • Learn key concepts: regression, classification, clustering, and neural networks
  • Hands-on projects and datasets to gain industry-ready experience
  • 100% placement assistance and interview preparation included

Become a Freelance Machine Learning Engineer

Whether you want to start freelancing or work with data-driven companies, our Machine Learning course in Kolkata gives you practical training with projects like spam detection, recommendation engines, and predictive analytics. Get ready to work on platforms like Upwork, Fiverr, or with AI-focused firms.

Start Your Career in Machine Learning & AI

This course is ideal for roles like Machine Learning Engineer, Data Scientist, or AI Developer. Learn to preprocess data, build smart models, evaluate performance, and deploy them in production environments using cloud or local servers.

Why Enroll at Acesoftech Academy for Machine Learning Training?
  • One of the best institutes in Kolkata offering hands-on Machine Learning training
  • Learn from Umar Sir, an AI and web expert with 18+ years of experience
  • Flexible class timings — weekday and weekend batches available
  • Get 100% placement support and freelancing project guidance
  • Choose between online and offline training options
  • Learn industry-relevant practices: data visualization, model tuning, and cloud deployment
Explore Our Machine Learning Course Curriculum in Kolkata
  1. Overview of Machine Learning
    • What is Machine Learning?
    • Types of Machine Learning: Supervised, Unsupervised, Reinforcement
    • Applications of Machine Learning
    • Introduction to AI and Data Science
  1. Python Basics
    • Data Types, Variables, and Operators
    • Control Structures and Functions
    • Lists, Tuples, Dictionaries
    • File Handling and Modules
  2. Libraries for ML
    • NumPy
    • Pandas
    • Matplotlib and Seaborn
    • Scikit-learn
  1. Cleaning and Preparing Data
    • Handling Missing Values
    • Encoding Categorical Data
    • Feature Scaling and Normalization
    • Splitting Dataset
  1. Regression Algorithms
    • Linear Regression
    • Polynomial Regression
    • Ridge and Lasso Regression
  2. Classification Algorithms
    • Logistic Regression
    • K-Nearest Neighbors (KNN)
    • Support Vector Machines (SVM)
    • Decision Trees & Random Forests
  1. Clustering Techniques
    • K-Means Clustering
    • Hierarchical Clustering
    • DBSCAN
  2. Dimensionality Reduction
    • PCA (Principal Component Analysis)
    • t-SNE
  1. Model Metrics
    • Confusion Matrix
    • Accuracy, Precision, Recall, F1-Score
    • ROC Curve & AUC
  2. Model Improvement
    • Cross Validation
    • Hyperparameter Tuning (Grid Search, Random Search)
    • Bias-Variance Tradeoff
  1. Neural Networks Introduction
    • Perceptron and Multi-layer Perceptron
    • Activation Functions
    • Backpropagation and Gradient Descent
  2. Frameworks
    • Introduction to TensorFlow & Keras
  1. Project 1: Predicting House Prices using Regression
  2. Project 2: Customer Segmentation using Clustering
  3. Project 3: Sentiment Analysis on Product Reviews
Meet Your Machine Learning Trainer

This Machine Learning training program is led by an expert data science and machine learning trainer at Acesoftech Academy. With over 18 years of industry experience, the trainer specializes in building intelligent, data-driven solutions using Python, scikit-learn, TensorFlow, and other cutting-edge tools.

Having mentored hundreds of students and professionals, the trainer emphasizes a practical, project-based approach to learning. Learners work on real-world datasets and applications, gaining hands-on experience in data preprocessing, model building, evaluation, and deployment. The course covers key technologies like NumPy, Pandas, scikit-learn, Matplotlib, TensorFlow, and more. Whether you're aiming for a career in AI/ML or planning to enhance your data science skills, this program provides the knowledge, confidence, and guidance to help you succeed.

Student Testimonials

Success Stories from Our Machine Learning Learners

Coming from a B.Sc. Math background, I was new to coding. This Machine Learning course helped me master Python, Pandas, and scikit-learn. I built a house price prediction model for my portfolio!

Ritika Sen

The hands-on projects were the best part! I created a customer churn prediction model and learned how to deploy it using Streamlit. It really boosted my resume!

Ankit Raj

I was able to crack an internship at a startup thanks to the capstone projects and interview tips. Building a loan approval system in the course gave me practical experience.

Mohammed Sameer

As a web developer, I wanted to switch to AI. This course gave me a solid understanding of ML algorithms, data visualization, and TensorFlow. I'm now working on freelance data projects!

Ananya Das

FREQUENTLY ASKED QUESTIONS

Machine Learning Course FAQs

Basic knowledge of Python is recommended, but we also cover Python fundamentals in the course to help complete beginners get started.

You’ll work on real-world projects like movie recommendation systems, house price predictions, fraud detection, and customer churn analysis using libraries like Scikit-learn and Pandas.

Yes! It’s designed for beginners and non-CS backgrounds. We start from statistics and Python basics before diving into ML algorithms and models.

Yes! After core ML topics, you’ll be introduced to Artificial Intelligence, Deep Learning, and tools like TensorFlow and Keras for building neural networks.

Yes, we provide both online and offline learning options. Live classes, recordings, and personalized mentoring are all part of the course package.

Yes! A certificate from Acesoftech Academy will be awarded upon successful completion, which you can showcase on LinkedIn and job portals.

Absolutely. The course includes portfolio building, freelancing training, and mock interviews to prepare you for job roles like ML Engineer or Data Analyst.

Yes, we provide job assistance, help with resume building, connect you with recruiters, and share regular internship and job opportunities through our network.

We offer a satisfaction guarantee. If you’re not happy after the first two sessions, you can either get a refund or switch to another course of your choice.

icon
Machine Learning Support
  • Python & ML Algorithms
  • Scikit-learn, Pandas, NumPy
  • AI, Deep Learning, TensorFlow
  • Job & Freelance Support
Join Machine Learning Course Now
Apply Now