Our placement and success stories showcase the achievements of our students and the opportunities that are available
Machine Learning Certificate Course In Pune
- Online and Offline Classes
- Certificate of Completion
- 100% Placement assistance
- Industry focused curriculum
- Timely assignments
- Mock interviews
Master the art of machine learning with our hands-on course - Gain in-demand skills, create intelligent applications, and unlock lucrative career opportunities in the ever-evolving field of machine learning
Unlock the Power of Data with Machine Learning
Machine Learning is basically the usage of Artificial Intelligence which provides our systems with an ability to automatically understand and enhance from experience, digging data in order to understand patterns and make better decisions based on the learnings.
The Felix-ITs partners with the industry leaders to explore applications of machine learning in business to solve which solve their problems and create a sustainable machine learning environment.
Problem solving skills
Industry best practices
Discover and unleash the potential of your future by exploring the plethora of exciting career opportunities available to you
Machine Learning Engineer
AI Research Scientist
Big Data Engineer
Discover the Fundamentals of Development with Our Comprehensive Course!
In-depth training with hands-on application
One-on-one mentorship with industry experts
Real-world projects for practical learning
Theory classes are followed by practical sessions conducted in labs
Introduction to Machine Learning
- Python basic Functions and useful common library
- Basic Mathematics required
- Data Manipulation with Pandas
- Visualization in Python: Matplotlib
Data Preprocessing Techniques
- Feature selection
- Feature engineering
Features of the course
4 months curriculum
Get a robust 4-month curriculum that covers all the essentials of the course
Get mentoring from industry experts to guide you every step of the way
Build Your Portfolio
Build an impressive portfolio of real-world projects to showcase your skills and stand out from the competition
Get dedicated placement support to help you land a job and kickstart your career
A student’s journey
Shape Your Career with Our Comprehensive Journey
Choose your project topic and start the project with our project-based learning approach
Complete UI and Create Database
Complete the frontend of your project and prepare its database
Create API’s required for your project
Get your Project reveiwed
After completing the project, get it approved by your mentor
Upload to Github
Upload your created project on Github
1st project Completed
After uploading, present your project to your mentors and your 1st project will be completed!
Our recent placements
We are proud to have trained professionals who have gone to work at some of the biggest names in the industry
Learning a lot within a course period while working on individual project. Placement assistance is also very much appreciated. I would like to highly recommended to everyone. Specially thanks to my mentor Tanmay sir. He is very supportive and always motivate to every student. The teaching staff has a good experience in the field of UI/UX design. Good Institute to start your UI/UX journey. I also appreciate to recruitment team who always share the openings.
One of the standout features of the Felix IT Institute is their job placement assistance. After completing the program, I was able to leverage their extensive network of industry contacts to secure a job in my field. They were with me every step of the way, providing valuable feedback on my portfolio and resume, as well as interview coaching.
Originally hailing from travel & tourism sector, pandemic was a difficult time for me. While researching different career opportunities, I came across Felix institute and it truly made a huge impact on my life. I learnt proficient UI UX design under the guidance of their experts and managed to land a job at the prestigious SandCup Design Studio. I am eternally grateful to my mentor Tanmay Sir and Manali ma'am for their massive contribution in my career.
Course Completion Certificate
Award Yourself for Your Hard Work
Proudly display your certificate and show the world what you have accomplished with our program.
If you meet the below criteria, you are eligible to join our comprehensive Machine Learning course and start your journey to success!"
- IT PROFESSIONALS If you are a professional and looking to enhance your profile then this course is the right choice as a first step in upscaling your profile.
- ENTRY LEVEL DEVELOPERS Fresh graduates who are looking to make an entry in IT world this course would be good start to make yourself stand apart from the crowd ,get your fundamentals strong.
Where to begin your journey?
Attend our free webinar
Get an introduction to the world of Machine Learning and learn how it can benefit your career. Our expert instructors will guide you through the basics.Register
Live session with mentor
Take your learning to the next level with a one-on-one session with a professional Machine Learning.Book session
Enroll for the course
Sign up now and get ready to embark on your Machine Learning journey with confidence and support!"Enroll
New Batch Alert
Are you ready to start your Machine Learning journey? Our next batch of the comprehensive Machine Learning course is starting soon. Join a community of like-minded individuals and learn from industry experts.
Machine Learning Basics
1. How do you select the right algorithm for a Machine Learning task?
If dealing with unstructured data like text or images, consider deep learning with neural networks. Experiment with multiple algorithms, cross-validation, and performance metrics to determine the best fit. Ultimately, the choice depends on the specific task, data, and the trade-off between accuracy, interpretability, and computational resources. A machine learning basic course can help gain a proper understanding of these topics.
2. What is overfitting, and how can it be prevented or mitigated?
3. What is the bias and variance trade-off in Machine Learning?
4. What is feature engineering, and why is it important in Machine Learning?
Effective feature engineering can uncover hidden patterns, reduce noise, and increase the model's efficiency, ultimately enhancing its predictive power. It's about customizing data to gain valuable insights and enhancing the performance and generalization of machine learning models.
5. What is cross-validation, and why is it used?
The model is trained on one subset and evaluated on another, repeating this process multiple times. Cross-validation helps in assessing a model's performance, revealing its generalization capabilities, and detecting potential overfitting issues. Allows a more robust and accurate estimate of how well a model will perform on new, unseen data.
6. What are hyperparameters in Machine Learning basic, and how are they tuned?
Hyperparameter tuning is the process of optimizing these settings to achieve the best model performance. This is typically achieved through systematic experimentation using methods like grid search, testing predefined hyperparameter values, or random search, exploring hyperparameter combinations randomly. The goal is to find the ideal hyperparameter values that maximize a model's accuracy and generalization.