Machine Learning Course

Build predictive intelligence with Scikit-Learn, TensorFlow, Neural Networks, and NLP.

Duration: 5 Months

Eligibility: Any Graduate / College Students

Mode: Classroom (Kolkata & Jharkhand) & Online (Global)

View Full Syllabus & Official Link

AI-Enabled Course

Trained on modern AI coding tools & Copilot workflows.

100% Placement

Active placement network across India & Foreign countries.

Real-Time Projects

100% hands-on live production apps & client projects.

Govt Registered

Certificates valid nationally & internationally in Govt/Pvt.

Training Mode & Learning Options

1-on-1 Live Practical Mentorship

We provide flexible, 100% practical, and industry-oriented training options tailored to students, job seekers, and working professionals:

Classroom Training

Conducted directly at our Kolkata Center and Jharkhand Center with dedicated high-tech computer lab setups, offline mentor guidance, and interactive group coding sessions.

Live Online Training

Attend live interactive 1-on-1 classes anywhere from around the world (Pan-India, USA, UK, Middle East, etc.) with real-time screen sharing, live project building, and flexible batch timings.

Course Overview

Dive deep into mathematical and computational machine learning. Implement regression, decision trees, random forests, SVM, gradient boosting (XGBoost), and deep learning neural networks.

Key Highlights & Learning Outcomes

Mathematical Foundations of ML (Linear Algebra, Calculus, Probabilities)

Tree-Based Algorithms (Random Forest, XGBoost, LightGBM)

Deep Learning Foundations with TensorFlow & Keras

Natural Language Processing (NLP) & Sentiment Analysis

Model Deployment as REST APIs with FastAPI

Complete Module-Wise Curriculum (AI-Integrated)

Module 1: Advanced Python & Mathematical Foundations

Module 2: Supervised Machine Learning Algorithms

Module 3: Unsupervised Learning & Clustering Techniques

Module 4: Neural Networks & Deep Learning with TensorFlow

Module 5: NLP, Text Processing & Embeddings

Module 6: Model Optimization, MLOps Basics & Cloud API Serving

Tools & Technologies Covered

Python Scikit-Learn TensorFlow Keras XGBoost NLTK FastAPI AI Copilot & GenAI Coding

Our Alumni Work At Leading Companies

Acesoftech Academy alumni are placed across top MNCs and high-growth startups globally:

Google Microsoft Accenture TCS Capgemini Cognizant Wipro Global & Remote Tech Firms

Career Scope & Target Roles

Machine Learning Engineer

AI Developer

Data Science Specialist

NLP Engineer

Official Training Partner • Since 2009

Learn This Course Live at Acesoftech Academy

This course is conducted and mentored by Acesoftech Academy — Kolkata's premier software training institute operating since 2009. Benefit from 1-on-1 practical code mentoring, live real-time industry projects, 100% placement assistance across India and abroad, and Govt. Registered Globally Recognized Certification.

Visit Official Course Page on Acesoftech.com +91 8583959528