MACHINE LEARNING COURSE IN DELHI (DSTI)
Programming Languages and Tools Covered
Certification
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Industry Projects
Machine Learning Course Modules at DSTI in Delhi
Introduction to Machine Learning
At DSTI Delhi, our Introduction to Machine Learning module sets the foundation for your learning journey. This section covers the basics of machine learning, including its importance in today's data-driven world. You'll learn about the different types of machine learning, including supervised learning, unsupervised learning, and reinforcement learning. The module explains how these techniques are used to build predictive models and how businesses leverage machine learning to make data-driven decisions. Whether you're a beginner or have some prior knowledge, this module will ensure you're well-prepared for more advanced topics.
Supervised Learning
The supervised learning module at DSTI Delhi delves deep into how algorithms can learn from labelled data to make predictions or classifications. You'll study popular algorithms like linear regression, decision trees, and support vector machines (SVMs), as well as other essential techniques. This module also covers evaluation techniques like cross-validation, precision, recall, and F1-score, enabling you to assess the accuracy and performance of your models effectively. By the end of this module, you'll have a thorough understanding of how to apply supervised learning to real-world problems and optimize model performance
Deep Learning
The Deep Learning module introduces you to the world of neural networks and deep learning architectures. You'll learn about artificial neural networks (ANNs), convolutional neural networks (CNNs), and recurrent neural networks (RNNs), as well as how to train and optimise these networks. With hands-on projects and applications in areas like image recognition, natural language processing (NLP), speech recognition, and generative models, this module equips you with the skills needed to tackle complex machine-learning problems using deep-learning techniques.
Reinforcement Learning
In the Reinforcement Learning module, you'll learn about decision-making processes, where an agent learns to take actions based on feedback from the environment. Topics include Markov decision processes, Q-learning, and policy gradient methods. This module is perfect for those interested in areas like robotics, game AI, and autonomous systems, as reinforcement learning plays a crucial role in these fields. By the end of the module, you'll have a solid understanding of how to design and implement reinforcement learning algorithms.
Data science training Institute Advantage
Strong hand-holding with dedicated support to help you master Analyzing Data
- Get Unmatched placement assistance in form of mock interview, Resume building, Soft skill clinics, Internships and final placements.
- Gain exclusive access to our Job Opportunities portal which has 100+ openings from hiring partners at any given time
- Be the first to know vacancies to gain an edge in the application process
- Connect with companies that are the best match for you
- Get mentored by an experienced industry expert and receive personalised feedback to achieve your desired outcome
- High Performance Coaching
- Get a dedicated mentor after the program to help track your career goals, coach you on your profile, and support you during your career transition journey
- Personalised Resume building support
- Mock Interview sessions
- Get access to Industry Experts and discuss any queries before your interview
- Career bootcamps to refresh your technical concepts and improve your soft skill
- Interactive Live Sessions with leading industry experts covering curriculum + advance topics
- Personalised Industry in small groups (of 10-12) with industry experts to augment program curriculum with customized industry based learning
- Live Discussion forum for peer-to-peer doubt resolution monitored by technical experts
- Peer-to-peer networking opportunities with a alumni pool of 10000+
- Lab walkthroughs of industry-driven projects
- Weekly real-time doubt clearing sessions networking & Learning Experience
Career Impact
Why Choose DSTI Delhi for Machine Learning Training?
Industry-Relevant Curriculum
Our course is designed to provide you with up-to-date knowledge and skills that align with the latest industry trends. We cover essential areas of machine learning, including supervised and unsupervised learning, deep learning, and NLP, ensuring that you're ready to tackle real-world challenges. Through practical exercises and case studies, you'll gain hands-on experience with cutting-edge tools and techniques. By the end of the course, you'll be well-equipped to apply your expertise in diverse domains and drive innovation.
Expert Trainers
In the Data Handling and Cleaning module, you'll develop essential skills for managing, cleaning, and transforming raw datasets. You'll learn to handle missing values, outliers, and duplicates, ensuring the dataset is ready for analysis. This module emphasizes hands-on coding with Pandas and NumPy. By the end of this module, you'll be able to prepare datasets for analysis, a crucial step in any data analysis project. These skills will help you solve real-world data problems with confidence.
Practical Learning Experience
We believe in "learning by doing." Our course includes practical exercises, live projects, and real-world case studies that allow you to apply the concepts learned in real scenarios. You'll work with industry-standard tools and frameworks such as Python, TensorFlow, and Keras, helping you build a strong skill set. Additionally, you'll gain hands-on experience with data preprocessing, model evaluation, hyperparameter tuning, and deploying machine learning models effectively.
Supportive Learning Environment
At DSTI Delhi, we foster a collaborative, dynamic, and engaging learning environment. You'll be encouraged to interact with fellow students, exchange innovative ideas, and work on group projects that promote teamwork and critical thinking. Our dedicated faculty members are always available to provide guidance, mentorship, and support whenever needed, ensuring a comprehensive learning experience that helps you succeed academically and professionally.
Admission Process
There are 3 simple steps in the Admission Process which is detailed below:
Fill the Application form
Fill out an application giving your basic profile details
Shortlisting & Block Payment to reserve seat
Receive offer letter and proceed with block amount INR 15,000/-
Payment
Balance to be closed within 7 days or batch start date whichever is sooner
FEATURES/BENEFITS
What's Included in the Price
What’s Included in the Price
Features/Benefits
Advanced Certificate Programme in Data Science from IIITB without quitting your job
Cutting-Edge Curriculum in Data Science & Machine Learning Designed by Industry Experts with Live Sessions and Small Group Coaching session
Hands-on experience on Industry Projects and Personalized Feedback for Improved 360 degree Learning
Upgrade to Executive Post Graduate Programme in Data Science
Empowering learners of tomorrow
Over 2,300 students have completed this course and started working at their dream job, whats stopping you?
Frequent questions help to resolve doubts and cater to the best.
Frequently Asked Questions (FAQ)—Machine Learning Course at DSTI Delhi
Machine learning is a field of artificial intelligence (AI) that focuses on building algorithms and models that allow computers to learn from and make decisions based on data without explicit programming.
Our course covers all key areas of machine learning, including supervised learning, unsupervised learning, deep learning, reinforcement learning, NLP, model evaluation, and deployment.
No prior knowledge of programming or data science is required. Our course is designed for beginners and covers all the basics, including Python programming, to ensure you’re prepared for more advanced topics.
The course duration varies depending on the batch you choose. We offer both weekday and weekend batches, and the course typically spans 2 to 3 months with practical sessions and projects.
Yes, upon successful completion of the course, you will receive a certificate from DSTI Delhi, recognised by leading companies in the data science and machine learning fields. You’ll also be prepared for industry certifications such as TensorFlow and Python.
Yes, we provide placement assistance to all our students. DSTI Delhi helps you with resume-building interview preparation and connects you with top companies looking for skilled machine learning professionals.
Absolutely! We offer flexible weekend and evening batches so that you can balance your job with your learning.
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South Extension (Delhi)
G-5, 3rd Floor, South Extension Market – Part-1, Opp. South Ext. Metro Station Gate No. 2 (Pink Line) New Delhi-110049 (India) Tel: +91-9582786407 , 9582786406 Email: [email protected]
Preet Vihar (Delhi)
Tel: +91 9582786406/ 07
Email: [email protected]