Machine Learning Course in Noida, India
Machine Learning & Deep Learning with Python Course Overview
The Machine Learning Course in Noida, India at NCA IT Solution is a 4-6 Months, intermediate level programme.
Master Machine Learning and Deep Learning with Python through practical training at NCA IT Solution, Noida. This course introduces students to data preprocessing, exploratory data analysis, supervised and unsupervised learning, model evaluation, neural networks, and deep learning using TensorFlow and Keras.
Learn how to build predictive models, analyse datasets, develop intelligent applications, and solve real-world problems using machine learning techniques. Work on hands-on projects and develop a portfolio that demonstrates your technical skills.
This course is suitable for students, aspiring data scientists, Python developers, and IT professionals who want to build skills in machine learning and deep learning. Basic Python programming and mathematics knowledge are recommended.
Machine Learning & Deep Learning with Python Course Syllabus
- Introduction to Artificial Intelligence, Machine Learning and Deep Learning
- Python Programming Fundamentals for Machine Learning
- NumPy, Pandas and Data Manipulation
- Data Cleaning and Preprocessing
- Exploratory Data Analysis and Data Visualization
- Statistics and Probability for Machine Learning
- Linear Algebra and Essential Mathematics
- Supervised Learning: Regression and Classification
- Unsupervised Learning: Clustering and Dimensionality Reduction
- Decision Trees, Random Forest and Ensemble Learning
- Model Training, Testing and Evaluation
- Feature Engineering and Feature Selection
- Scikit-learn for Machine Learning
- Introduction to Artificial Neural Networks
- Deep Learning Fundamentals and Neural Network Architecture
- TensorFlow and Keras Fundamentals
- Introduction to Convolutional Neural Networks (CNN)
- Introduction to Recurrent Neural Networks (RNN)
- Model Optimization and Overfitting Prevention
- Machine Learning Project Development and Deployment
Technologies You Will Learn
Practical Projects in the Machine Learning & Deep Learning with Python Course
Why Choose the Machine Learning & Deep Learning with Python Course?
- Develop practical skills in machine learning and deep learning
- Learn Python libraries used in data science and AI
- Understand how to train, test and evaluate predictive models
- Build intelligent applications using real datasets
- Gain hands-on experience with neural networks and deep learning frameworks
- Develop projects to showcase your technical skills
- Prepare for entry-level opportunities in data science and machine learning
What you'll be able to do
- Write Python code for machine learning applications
- Clean and preprocess datasets for model training
- Perform exploratory data analysis and visualization
- Build regression and classification models
- Apply clustering techniques to discover patterns in data
- Evaluate model performance using appropriate metrics
- Develop basic neural networks using TensorFlow and Keras
- Build machine learning portfolio projects using real datasets
- Explain model results and present project findings
Machine Learning & Deep Learning with Python Course Duration
Course Duration: 6 Months
The training includes instructor-led sessions, programming practice, machine learning exercises, model development, assignments, and project work. Students should practise regularly outside class to strengthen their understanding. The actual completion time depends on the batch schedule, attendance, and individual progress.
Machine Learning & Deep Learning with Python Course Fees
The course fee includes structured learning and practical project work as specified in the selected batch. Please contact NCA IT Solution for current batch availability, payment options, and confirmation of the applicable course fee before admission.
Career Opportunities after Machine Learning & Deep Learning with Python
Frequently Asked Questions
Is this Machine Learning course suitable for beginners?
Students with basic Python knowledge can start this course. Beginners may need additional programming practice.
Do I need Python knowledge to learn Machine Learning?
Yes, basic Python programming is recommended. Python fundamentals are also covered in the course syllabus.
What is the duration of the course?
The suggested course duration is 6 months, depending on the batch schedule and training plan.
Which tools and technologies are covered?
The syllabus includes Python, NumPy, Pandas, Scikit-learn, TensorFlow and Keras.
Will I work on practical projects?
Yes, the planned syllabus includes practical exercises and projects using machine learning and deep learning techniques.
What career opportunities are available after this course?
Relevant opportunities may include junior machine learning, data science, Python development and AI application roles, depending on your skills and experience.
Does the course guarantee a job?
No job is guaranteed. Career outcomes depend on your skills, portfolio, qualifications and interview performance.
How can I enrol at NCA IT Solution?
Contact NCA IT Solution to confirm the current batch schedule, admission process and course fees.
