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Full Stack Artificial Intelligence, Machine Learning, Robotics & IoT Engineering Program

One Program. All Future Technologies — Become a Complete AI & Robotics Engineer.

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    4.9       438 students enrolled this month

Offer by ATTITUDE ACADEMY    Last updated:- Dec 29, 2025

What you'll learn

By the end of this program, you will master:

  • Python Programming
  • Data Science & Data Visualization
  • Statistics & Machine Learning
  • Deep Learning (CNN, RNN, LSTM)
  • NLP & Computer Vision
  • Robotics Engineering
  • Arduino, Sensors & Motor Control
  • IoT (ESP32/ESP8266, Cloud, Wireless)
  • AI + Robotics Integration
  • Automation & Smart Control Systems
  • Real-Time Projects, Deployment & Portfolio Building

You will be able to build AI systems, AI robots, IoT devices, automation systems, ML models, and computer vision applications independently.

Requirements

No prior technical experience required.

Helpful skills (not mandatory):

  • Basic computer usage
  • Logical thinking
  • Interest in AI, coding, or robotics

Everything is taught from scratch.

 

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INR 999/- INR 100000/- 99% Off
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Includes

How will you get your certificate?

Take the final exam online to complete the Full Stack Artificial Intelligence, Machine Learning, Robotics & IoT Engineering Program after which you will be able to download your certificate from Attitude Trainings

attitude-certificate

Latest Jobs

    No Jobs Founds

What placement assistance will you receive?

Free Placement Preparation Training

Access to curated Internships & Current Job Openings.

Top performers will be highlighted on Attitude Job portal

What you'll learn

By the end of this program, you will master:

  • Python Programming
  • Data Science & Data Visualization
  • Statistics & Machine Learning
  • Deep Learning (CNN, RNN, LSTM)
  • NLP & Computer Vision
  • Robotics Engineering
  • Arduino, Sensors & Motor Control
  • IoT (ESP32/ESP8266, Cloud, Wireless)
  • AI + Robotics Integration
  • Automation & Smart Control Systems
  • Real-Time Projects, Deployment & Portfolio Building

You will be able to build AI systems, AI robots, IoT devices, automation systems, ML models, and computer vision applications independently.

Requirements

No prior technical experience required.

Helpful skills (not mandatory):

  • Basic computer usage
  • Logical thinking
  • Interest in AI, coding, or robotics

Everything is taught from scratch.

 

How will your training work?

Thought

Classes

Watch the recorded & live videos to learn various concepts & get Live Sessions for Doubts Clearing

Planning

Exams

Test your knowledge through quizzes & module tests

Implement

Projects

Get hands on practice by doing assignments and project

Result

Certificate

Take the final exam to get certified in Full Stack Artificial Intelligence, Machine Learning, Robotics & IoT Engineering Program

What will be the training syllabus?

The Full Stack Artificial Intelligence, Machine Learning, Robotics & IoT Engineering Program is a 12-month intensive, hands-on, industry-oriented certification designed for students, freshers, and working professionals who want to build a strong career in AI, ML, Deep Learning, Data Science, Computer Vision, Robotics, IoT, Automation, and Embedded Systems.

This program integrates software + hardware + AI, covering everything from Python programming foundations to advanced robotics, edge AI, automation systems, cloud-connected robots, and real-time AI applications.

Each phase includes detailed topics, sub-topics, practical assignments, real-life use cases, mini-projects, and major capstone projects, preparing learners for job roles in:

  • AI Engineering
  • Machine Learning Development
  • Data Science
  • Robotics Engineering
  • IoT Development
  • Automation Engineering
  • Computer Vision Engineering
  • Embedded Systems & R&D


⏳ Expected Duration:

12 Months (Beginner to Advanced)

  • Phase 1: Python + Data Science Foundations – 3 Months
  • Phase 2: Machine Learning + Statistics – 3 Months
  • Phase 3: Deep Learning + NLP + Computer Vision – 3 Months
  • Phase 4: Robotics + IoT + Automation Engineering – 3 Months

By the end of the program, students build fully functional AI-powered robots, ML solutions, IoT devices, automation systems, and computer vision models — making them industry-ready.

Topics & Subtopics

  • Python introduction, installation
  • Syntax, variables, data types
  • Strings & operations
  • Conditions & loops
  • Data structures: List, Tuple, Set, Dictionary

Assignments

  • Birthday message generator
  • User registration collector
  • Text formatter
  • Password strength checker
  • Shopping cart simulation

Real-Life Use Cases

  • How Python drives YouTube, Netflix & Instagram AI engines
  • Banking login & validation flow

Topics

  • Functions, arguments, recursion, lambda
  • File handling (read/write CSV, txt)
  • Exception handling
  • Object-oriented programming (class, object, inheritance, polymorphism)

Assignments

  • Calculator using functions
  • Student marks analyzer
  • Contact book saved in file
  • OOP-based bank account system

Use Case

Bank transaction systems built using OOP architecture

Subtopics

  • NumPy arrays, indexing, slicing
  • Mathematical operations
  • Pandas DataFrame
  • Data Cleaning
  • Handling missing values
  • Outlier detection
  • Categorical data encoding

Assignments

  • Titanic Dataset Cleaning
  • E-commerce Sales Data Preparation

Use Case

  • How companies prepare raw customer data for ML
 

Tools

  • Matplotlib
  • Seaborn

Assignments

  • Covid-19 growth visualization
  • Business sales dashboard

Topics

  • Mean, Median, Mode
  • Variance, SD
  • Hypothesis Testing (t-test, ANOVA, Chi-square)

Assignments

  • Marketing performance A/B test
  • Product sale hypothesis analysis

Supervised Learning

  • Linear Regression
  • Logistic Regression
  • SVM
  • Naive Bayes
  • Decision Tree
  • Random Forest

Unsupervised Learning

  • K-means clustering
  • Hierarchical clustering

Ensemble Methods

  • Bagging
  • AdaBoost
  • Gradient Boosting

ML Projects

  • House Price Prediction
  • Loan Eligibility Prediction
  • Spam Email Classifier
  • Customer Segmentation
  • Movie Recommender System

Use Cases

  • Bank loan approval systems
  • Swiggy/Zomato user segmentation

Subtopics

  • Neural networks
  • Activation functions
  • Loss functions
  • Backpropagation
  • Gradient descent

Assignment

Build a neural network mathematically

Subtopics

  • Convolution filters
  • Pooling layers
  • Dropout
  • CNN using Keras

Projects

  • MNIST Handwritten Digit Recognition
  • Image Classification System

Use Case

Autonomous vehicle vision system

Topics

  • RNN
  • LSTM
  • Time-series forecasting

Projects

  • Stock Price Prediction
  • Next Word Prediction Model

Subtopics

  • Tokenization
  • Stemming / Lemmatization
  • POS Tagging
  • Stopwords
  • TF-IDF
  • Word2Vec
  • Sentiment Analysis
  • Named Entity Recognition

Projects

  • Twitter Sentiment Analyzer
  • Resume Keyword Extractor

Topics

  • Image processing
  • Edge detection
  • Camera access
  • Object tracking
  • Face detection
  • Object detection

Projects

  • Real-time Face Recognition System
  • Object Tracking Vision System

Subtopics

  • Basics of robotics
  • Real-world robotic systems
  • Electronics components: resistors, diodes, transistors
  • Arduino basics
  • Motor drivers (L293D, L298N)
  • Basic sensors (IR, ultrasonic, light)

Robotics Projects

  • LED System
  • Traffic Light Simulation
  • Line Follower Robot
  • Obstacle Avoidance Robot
  • Motion-Controlled Car

Sensors

  • Temperature, Gas (MQ), Flame, PIR

Wireless Communication

  • Bluetooth
  • RF
  • ESP8266 / ESP32
  • Wi-Fi Networking
  • Data Acquisition

IoT Projects

  • Bluetooth Controlled Car
  • Fire Detection Robot
  • Smart Fan Speed Control
  • Weather Monitoring System
  • Wi-Fi Controlled Robot

Subtopics

  • Path planning
  • Multi-sensor fusion
  • Voice control
  • Gesture control
  • Edge AI on microcontrollers
  • Cloud IoT dashboards
  • Automation workflows

Advanced Projects

  • AI-Controlled Robot
  • Smart Security Robot
  • Industrial Robotic Arm
  • Object Tracking Robot
  • Cloud-Controlled Robot
  • Smart Surveillance Robot

  • AI-Based Loan Approval System
  • Customer Segmentation Dashboard
  • Voice Controlled Robot
  • Object Detection Robot
  • Face Recognition Security System
  • Industrial Robotic Arm
  • Smart Home IoT Automation

How will you get your certificate?

Take the final exam online to complete the Full Stack Artificial Intelligence, Machine Learning, Robotics & IoT Engineering Program after which you will be able to download your certificate from Attitude Trainings

attitude-certificate

Latest Jobs

    No Jobs Founds

How will your training work?

Thought

Classes

Watch the recorded & live videos to learn various concepts & get Live Sessions with Trainer for Doubts Clearing

Planning

Exams

Test your knowledge through quizzes & module tests

Implement

Projects

Get hands on practice by doing assignments and project

Result

Certificate

Take the final exam to get certified in Full Stack Artificial Intelligence, Machine Learning, Robotics & IoT Engineering Program

What placement assistance will you receive?

Free Placement Preparation Training

Access to curated Internships & Current Job Openings.

Top performers will be highlighted on Attitude Job portal

How will your doubts get solved?

You can post your doubts on the Q&A forum which will be answered by the teachers within 24 hours.

Placed Learners


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