Machine Learning Training

Machine Learning Training by Iteanz is an intensive program designed to provide professionals with practical ML skills using real-world applications. This course covers essential machine learning concepts, predictive modeling, and data analysis techniques using industry-leading tools and frameworks.

This course covers supervised/unsupervised learning, model evaluation, and feature engineering using Python, scikit-learn, and TensorFlow. Through hands-on projects, participants will learn data preprocessing, algorithm selection, and model deployment, gaining the skills to develop intelligent data-driven solutions. Graduates will be equipped to implement ML systems and advance their careers in data science and AI development.

What is Machine Learning?
Types of Machine Learning: Supervised, Unsupervised, and Reinforcement Learning
Applications of Machine Learning in various industries
Overview of Python for Machine Learning

Python Basics: Syntax, Data Types, and Control Structures
Libraries for Machine Learning: NumPy, Pandas, Matplotlib, and Seaborn
Data Manipulation and Visualization

Handling Missing Data
Data Normalization and Standardization
Feature Engineering and Selection
Splitting Data into Training and Testing Sets

Linear Regression
Logistic Regression
Decision Trees and Random Forests
Support Vector Machines (SVM)
k-Nearest Neighbors (k-NN)

Clustering: K-Means, Hierarchical Clustering
Dimensionality Reduction: PCA, t-SNE
Anomaly Detection

Evaluation Metrics: Accuracy, Precision, Recall, F1-Score, ROC-AUC
Cross-Validation Techniques
Hyperparameter Tuning: Grid Search and Random Search

Introduction to Neural Networks
TensorFlow and Keras for Deep Learning
Building and Training Neural Networks

Text Preprocessing
Sentiment Analysis
Text Classification

End-to-End Machine Learning Project
Deployment of Machine Learning Models
Industry-Specific Case Studies

Expert Trainers

Learn from experienced professionals and industry experts with real-world knowledge.

Hands-On Training

Gain practical experience through real-world scenarios, projects, and interactive exercises.

Customizable Corporate Training

Tailored solutions to meet the unique needs of organisations and teams.

Certifications & Assistance

Courses are aligned with international standards and we also help you to prepare for globally recognised certifications.

Global Recognition

Trusted by individuals and enterprises worldwide, with a track record of successful alumni and partnerships.

24 x 7 Expert Support

We have a 24x7 online support team to resolve all your technical queries, through a ticket-based tracking system, for a lifetime.

“Iteanz went beyond basics—explaining model evaluation metrics, overfitting handling, and feature selection in detail. The assignments were research-oriented, not just academic. Faculty brought in practical insights from the industry, and the support staff helped with cloud setup efficiently!"

Seshu

AI Research Assistant

“Sessions focused heavily on algorithmic intuition rather than just coding. Concepts like KNN, SVM, and decision trees were well-demonstrated. Iteanz also supported Kaggle project walkthroughs, and their faculty gave practical tricks to avoid bias-variance traps. Really solid technical training."

Suhani Karn

Automation Analyst

“I took this ML course to understand data better and was not disappointed at all. Faculties here started from scratch and gradually increased difficulty. I liked the short assignments and clear notes. Doubt sessions and lab support were always on time and helpful. The staff were always ready to assist."

Ravi Sai

Digital Marketer

“The curriculum was up-to-date with real ML trends. From data preprocessing to deploying models, Iteanz gave end-to-end clarity. They covered confusion matrices, ROC, and precision-recall thoroughly. Post-training mock interviews were also arranged, which helped me land my first DS job."

Kavitha T.

Junior Data Scientist

Iteanz is providing 100% placement assistance on our key courses. We help you with career counseling, Exams on Key courses, Mock Interviews and Technical Interviews Tips.

Landing an interview proves that you have the job-specific skills for the position, but how do your interview skills stack up? Also, Soft skills are often the most important factor in showing you're the best candidate for the job.

Hence we are conducting FREE TRAINING on Soft-Skills worth Rs-25,000 to all Iteanz students which will help you to attend the interviews with more confidence.

Yes. We arrange a free demo for all the courses either in the Classroom or Live-Online demo. Please fill the demo request form to schedule a free demo.

You will never miss a lecture at myTectra. You can choose either of the two options:

Classroom Training:

If you miss one or a few classes we can give a backup class based on the trainer and your convenient time.
In case you miss many classes, we can reschedule your class with upcoming batches or other running batches based on how many course topics you have completed so far.

Live-Online Training:

View the recorded session of the class available in your LMS.
You can attend the missed session, in any other live batch.

Just give us a CALL at +91-80-468-10331 OR email at info@iteanz.com

Payments can be made using any of the following options and a receipt of the same will be issued to you automatically via email for both classroom training and Online training.

Visa Debit/Credit Card
American Express and Diners Club Card
Master Card
PayPal
Net Banking/Wire Transfer
UPI Payment such as Google Pay, PhonePe, Paytm
Cash/Cheque/DD ( Not for Online Training )

For Individual:

Classroom Training - Bangalore

Live-Online Training - Globally

For Corporates:

Classroom Training - We deliver classroom training for corporate in more than 20 countries. Send us an Enquiry Now!

Online Training - Globally

* All of the classes are conducted live online. They are interactive sessions that enable you to ask questions and participate in discussions during class time. We do, however, provide recordings of each session you attend for your future reference.

Our Trainer’s are chosen not only for their knowledge and expertise but also for their real-time experience in the respective courses.

Placement Assistance

Resume & LinkedIn Profile Building

Exclusive access to Iteanz Job portal

Access to Soft Skill Enhancement

Mock Interview Preparation

One-on-one career guidance

Python

Data Science

Generative AI

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About Program

Curriculum

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