Machine Learning Course in Jaipur
Machine Learning Module,TGC Dehradun
Introduction to Machine Learning
This module introduces you to the world of machine learning and artificial intelligence. You will understand machine learning, how it works, and why it is essential in today's digital world. We will cover the main types of machine learning algorithms — supervised, unsupervised, and reinforcement learning — and explain their use cases with real-life examples. This module builds a strong base for further education.
Python for Machine Learning
Python is the most popular and easiest-to-learn programming language used in machine learning. In this module, you will start from Python programming basics, such as variables, data types, loops, and functions, and move toward more advanced topics. You will also learn how to use libraries like NumPy, Pandas, and Matplotlib, which are essential for data handling and visualization in ML models.
Data Preprocessing and Cleaning
Clean and organized data is key to building a successful machine learning model. This module will teach you how to handle missing values, remove duplicates, normalize data, and apply feature scaling and encoding, which are vital for improving the performance of machine learning algorithms.
Supervised Learning Techniques
This module focuses on supervised learning, where the model learns from labeled data. You will explore algorithms such as linear regression, Logistic Regression, Decision Trees, Random Forests, and Support Vector Machines (SVM). You'll learn how to use these models for tasks like classification and regression and apply them in real-world projects.
Unsupervised Learning and Clustering
Here, you will explore unsupervised learning techniques used for pattern discovery. You'll learn algorithms like K-Means Clustering, Hierarchical Clustering, and Principal Component Analysis (PCA). These techniques are commonly used in market segmentation, customer analytics, and dimensionality reduction.
Model Evaluation and Projects
This module teaches you how to evaluate the performance of your ML models using tools like the Confusion Matrix, Accuracy, Precision, and Cross-Validation. You will work on real-world machine learning projects, including price prediction, spam detection, recommendation systems, and customer churn prediction. These projects help you build your machine learning portfolio.
Machine Learning in Real-World Applications
Machine learning is revolutionizing industries by boosting efficiency and decision-making. In healthcare, it aids in disease diagnosis and patient outcome prediction. Finance benefits from fraud detection and algorithmic trading, while e-commerce uses recommendation systems for personalized experiences. Case studies show its impact on automation and predictive analytics across sectors.
Model Evaluation and Tuning
Evaluating machine learning models is essential to ensure their effectiveness and reliability. Techniques such as cross-validation help assess how well a model generalizes to unseen data. Hyperparameter optimization methods, including grid search and random search, fine-tune model performance by adjusting key parameters. Selecting the right model requires balancing bias and variance to prevent overfitting or underfitting.
Machine Learning Deployment
Deploying machine learning models to production involves integrating them into real-world applications for continuous use. Techniques such as model serialization and API development enable seamless deployment. Once deployed, models require monitoring to track performance and detect concept drift, ensuring they remain accurate over time. Regular maintenance and retraining help sustain model effectiveness in dynamic environments.
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- Industry Relevant Syllabus.
- 100% placement assistance.
- Customised your course as per your needs.
- Real Time Projects.
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Why Choose TGCJaipurfor Machine Learning In Jaipur
Highly Experienced and Certified Trainers
At TGC Jaipur, the classes are led by certified trainers who have worked on real AI and machine learning projects. They bring practical knowledge, industry examples, and helpful tips to make learning easier. These experts know how to explain complex topics straightforwardly. You’ll feel confident learning from professionals who understand how machine learning works in real companies.
Hands-On Project-Based Learning
The course is focused on learning by doing. You’ll work on real projects like chatbots, image recognition, and data predictions. Each topic includes live practice, assignments, and step-by-step guidance. This helps you gain practical experience and build strong skills that companies look for.
Industry-Relevant & Updated Curriculum
Our course content is always updated to match current job needs. You’ll learn popular tools like Python, R, TensorFlow, and techniques like deep learning, supervised and unsupervised learning, and model deployment. The syllabus is carefully designed to cover both basic and advanced topics. This makes sure you're learning what the industry uses today.
Soft Skills & Career Development Support
We help you get ready for jobs, not just teach tech skills. You’ll learn how to build a strong resume, present your projects, and talk confidently in interviews. We guide you in improving your LinkedIn and GitHub profiles, too. With our mock interviews and career tips, you’ll feel more confident facing real employers.
100% Placement Assistance
TGC has a dedicated placement team that helps you find jobs after the course. We connect you with job openings, send regular alerts, and guide you during interviews. Many of our students get placed in good companies across India. Even after the course ends, you’ll continue to get job support from our team.
Flexible Learning Modes
You can choose to attend classes in Jaipur or learn online from anywhere. We offer weekday and weekend batches so you can learn at your own pace. All sessions are recorded, so you can revise anytime. This flexibility is perfect for students, job holders, or anyone with a busy schedule.
Recognized Certification
Once you finish the course, you’ll get a certificate from TGC Jaipur. This shows you’ve learned important machine learning skills and can apply them. The certificate is trusted by employers and adds value to your resume. It proves your readiness to take on real ML projects in any company.
Supportive Environment and Lifetime Access
At TGC, you’ll learn in a friendly and helpful environment. Trainers and staff are always there to guide you. You also get lifetime access to all study materials like recordings, code files, and notes. This means you can go back and revise even after you complete the course.
Our Process -TGCJaipur
Step 1: Free Career Counseling and Demo Class
We begin with a free career counseling session where our expert counselors understand your background and guide you on the right learning path based on your goals. Whether you're a student, graduate, or working professional, we help you understand how machine learning can benefit your career. You’ll also get to attend a free demo class to experience our teaching style, course content, and live learning environment. This helps you decide confidently before enrolling.
Step 2: Enrollment and Orientation
Once you decide to join, the enrollment process is quick and simple. You’ll be guided through registration, fee structure, and batch options. After enrollment, you receive access to all learning resources, including the course calendar, tools, and study material. During orientation, you'll be introduced to the course roadmap, trainer, and learning tools such as Python environments, GitHub, and project files, ensuring you're well-prepared to start.
Step 3: Step-by-Step Learning with Expert Trainers
Each topic is taught in a structured and beginner-friendly way. Trainers explain core concepts using real-life examples and applications. You'll see live coding demonstrations, participate in discussions, and ask questions during class. The course includes modules like Python programming, supervised and unsupervised learning, neural networks, and model deployment, all delivered in a clear, step-by-step format to make learning smooth.
Step 4: Assignments and Real Projects
Learning becomes meaningful when you apply it to real tasks. That's why we include practical assignments and real projects at every stage. You'll build models for classification (like spam detection), regression (such as house price prediction), and recommendation systems (like movie or product suggestions). These projects help you understand how machine learning works in the real world and give you a strong portfolio to show employers.
Step 5: Regular Feedback and Performance Checks
We monitor your progress with weekly assessments, quizzes, and coding challenges. Trainers give you feedback on every assignment and guide you on where to improve. Regular doubt-clearing sessions ensure that no student is left behind. These reviews help strengthen your understanding, fix errors early, and keep your learning on track throughout the course.
Step 6: Career Preparation
Apart from technical training, we help you become job-ready. You’ll learn how to build a professional resume, create a solid GitHub profile to showcase your work, and optimize your LinkedIn for recruiter visibility. We conduct mock interviews, technical Q&A sessions, and share tips for applying to jobs in data science, ML, and AI roles. This holistic training prepares you to face real job interviews with confidence.
Step 7: Certification
After completing all modules and submitting your final project, you’ll receive a recognized course completion certificate from TGC Jaipur. This certification validates your skills and learning and adds value to your resume and portfolio. It demonstrates your readiness to work on machine learning problems and gives you a competitive edge in job applications and freelancing gigs.
Step 8: Placement Assistance
TGC offers strong placement support to help you transition from learning to earning. We share internship and job openings regularly and help you apply for roles that match your skill level. Through our network of hiring partners, alumni, and companies in Jaipur and across India, you’ll get access to job opportunities in startups, MNCs, and tech firms. Even after course completion, we offer ongoing job guidance and career support.
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Frequently Asked Questions
The course duration ranges from 3 to 4 months, depending on the batch type you choose: weekday, weekend, or fast-track. Weekday batches offer faster progress, while weekend batches are perfect for working professionals. We also provide flexible learning schedules and personalized timelines if you need extra time. The curriculum is designed to ensure quality learning, no matter the batch pace.
No prior coding experience is needed. This course is designed for beginners who are new to programming. We start from scratch, teaching you the basics of Python, including variables, loops, and functions, before moving into machine learning. Whether you’re from a technical or non-technical background, the course builds your coding confidence step by step.
The course covers a complete machine learning roadmap. Topics include Python programming, data preprocessing, supervised and unsupervised learning, classification, regression, NLP (Natural Language Processing), deep learning, neural networks, model evaluation, and deployment techniques. You’ll also learn to work with libraries like Scikit learn, Pandas, NumPy, TensorFlow, and Matplotlib.
Yes, upon successful completion of the course and final project, you will receive a recognized certificate from TGC Jaipur. This certificate proves your skills and helps you stand out in job applications. It is useful for building your professional profile on platforms like LinkedIn and GitHub, and can also support further certification exams if you wish to pursue advanced roles.
You will work on real-world projects that showcase your skills. Example projects include:
House price prediction using regression models
Spam detection using NLP
Customer churn analysis for businesses
Movie or product recommendation systems
These projects help you understand how machine learning is applied in real scenarios and strengthen your portfolio.
Yes, TGC offers 100% placement support as part of the course. We help you with resume writing, mock interviews, LinkedIn optimization, and job referrals. Our placement team connects you with job openings in startups, IT firms, and MNCs across India. Even after course completion, you continue to get support for job applications and career advice.
Absolutely! This course is perfect for working professionals. We offer evening, weekend, and online batch options to suit your work schedule. You can attend live interactive sessions from home or join classroom training in Jaipur. The course is designed to balance learning with your current job or college commitments.
Yes, the course is available in both offline (classroom in Jaipur) and online live formats. Online classes are conducted in real-time with interactive sessions, screen sharing, doubt-solving, and project support. You’ll receive full access to recordings, notes, and all learning materials in both modes.
The fee depends on the batch type (weekday/weekend), mode (online/offline), and duration. We offer easy installment options and special discounts for students or group enrollments. For the most updated and personalized fee structure, please contact our admission team or visit our website. Demo classes are free of cost.
Enrolling is simple! You can visit our TGC Jaipur center, call our team, or fill out the online inquiry form available on our website. After the free counseling session and demo class, you can confirm your seat. Once enrolled, you’ll receive the complete course kit, access to our LMS, and batch schedule details.
TGC is India's one of the fastest growing training companies in creative design. TGC has passed out more than 20,000 students in the last 24 years
