Artificial Intelligence & Machine Learning Institute in Mehsana
Course Code : TCP-AIML
Course Code : TCP-AIML
Overview
Join TCP India and become an AI/ML expert! Our industry-aligned Artificial Intelligence and Machine Learning Course equips you with the knowledge and practical skills needed for a successful tech career.
Artificial Intelligence (AI) is a field of computer science focused on creating machines that can perform tasks requiring human intelligence, such as learning, problem-solving, and decision-making. With TCP India’s expert guidance, you’ll gain a solid understanding of the core principles and real-world applications of Artificial Intelligence.
Machine Learning (ML), a subset of AI, involves developing algorithms that enable computers to learn from data, improving their performance without being explicitly programmed. This is a key part of our Artificial Intelligence and Machine Learning Course, which includes hands-on projects, data handling, model training, and performance evaluation.
Whether you're a student, fresher, or working professional, TCP India’s AI/ML program helps you build strong foundations and advance in one of today’s most in-demand tech fields.
Curriculum
- Python For Data Science
- Python Basics (Loops, Functions, OOP)
- NumPy & Pandas (Data Manipulation)
- Matplotlib & Seaborn (Data Visualization)
- Exploratory Data Analysis (EDA)
- Introduction To EDA
- Encoding, Scaling and Data Transformations
- Univariate, Bivariate and Multivariate Analysis
- Missing Values and Outliers Analysis
- Statistics for Data Science
- Probability & Statistics
- Descriptive Statistics
- Inferential Statistics
- Supervised Learning
- Regression (Linear, Logistic)
- Classification (Decision Trees, Random Forest, SVM)
- Model Evaluation (Confusion Matrix, AUC-ROC)
- Unsupervised Learning
- Clustering (K-Means, DBSCAN, Hierarchical)
- Dimensionality Reduction (PCA, LDA)
- Deep Learning (Neural Networks & AI)
- Introduction to Neural Networks (ANN, CNN, RNN)
- TensorFlow & PyTorch Basics
- Transfer Learning & Pre-trained Models
- Natural Language Processing (NLP)
- Text Preprocessing (Tokenization, Lemmatization)
- Transformers (BERT, GPT)
- Sentiment Analysis & Chatbots
- Computer Vision & Generative AI
- Object Detection (YOLO, OpenCV)
- Image Classification (CNNs)
- Generative AI (Stable Diffusion, GANs)
- End-to-End AI/ML Project
- Soft Skill Training
- Communication Skills
- Presentation & Public Speaking
- Teamwork & Leadership
- Problem-Solving & Critical Thinking
- Workplace Etiquette & Professionalism
- Resume Building
- Resume Format & Design
- Writing a Strong Summary
- Showcasing Projects & Experience
- Showcasing Projects & Experience
- Interview Preparation
- Technical Interview Prep
- Behavioural Interview Questions
- Mock Interviews & Feedback
Q1. What is covered in the Artificial Intelligence and Machine Learning Course at TCP India?
The course includes fundamentals of AI, machine learning algorithms, supervised and unsupervised learning, model evaluation, Python programming, and real-world projects.
Q2. Who can enroll in the AI/ML course?
Our Artificial Intelligence and Machine Learning Course is suitable for students, IT professionals, engineers, and anyone with an interest in data and automation technologies.
Q3. Do I need prior coding experience to join the course?
Basic programming knowledge is helpful but not mandatory. We start from the fundamentals and gradually build up, making it suitable even for beginners.
Q4. Is this course theoretical or project-based?
Our training combines theory with hands-on learning. You'll work on real datasets and build models as part of your AI/ML course experience.
Q5. Will I get a certificate after completing the Artificial Intelligence course?
Yes! After successfully completing the course, you'll receive a certification from TCP India, which can boost your resume and job prospects in the AI field.
