1. Introduction to Machine Learning (Week 1)
- •What machine learning is and where it is used
- •Types of ML: supervised, unsupervised, and reinforcement learning
- •AI vs ML vs Data Science
- •ML workflow overview and real-world applications
Learn machine learning training in Bangalore with Python, NumPy, Pandas, Scikit-learn, TensorFlow/Keras, Flask, and FastAPI. We train you to work on data preparation, model building, evaluation, deployment basics, and real-time ML projects.
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5.2 LPA • ServiceNow Developer
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6 LPA • Android Developer
7 LPA • Android Developer
9 LPA • AI Engineer
5 LPA • Data Scientist
8 LPA • Machine Learning Engineer
4 LPA • AI Engineer
4 LPA • Associate Product Manager
3.45 LPA • Network Engineer
3.75 LPA • NOC Support Engineer
4.4 LPA • Network Administrator
9 LPA • AI Engineer
12 LPA • Data Engineer
16 LPA • Data Engineer
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7.83 LPA • RPA Business Analyst
5.55 LPA • Data Scientist
40 LPA • AWS Devops Engineer
25 LPA • Salesforce Developer
30 LPA • Project Administrator
20 LPA • Digital Marketing Specialist
12 LPA • Social Media Manager
8 LPA • Digital Marketing Analyst
8.5 LPA • Performance Marketer
4.3 LPA • Digital marketing specialist
8 LPA • Performance Marketer
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5 LPA • SAP FICO Analyst
5.8 LPA • SAP FICO Analyst
4.2 LPA • Servicenow Developer
4.8 LPA • TOSCA Automation Engineer
8 LPA • Data Engineer
8 LPA • Tosca Test Analyst
10 LPA • Machine Learning Engineer
4.4 LPA • Tosca Administrator
5.7 LPA • ML Engineer
6 LPA • Devops Engineer
7.15 LPA • DevSecOps Engineer
6.3 LPA • AI Engineer
7 LPA • MLOps Engineer
5 LPA • HR Executive
7 LPA • Data Scientist
10 LPA • Brand Marketing Specialist
8.2 LPA • AI Engineer
We support your job search from the middle of the course, not after it ends. Our placement support is built around the roles this syllabus prepares for, with practical preparation that matches real hiring rounds for machine learning, data science, and AI development roles.
You work on resume review, project presentation, interview practice, and role mapping through the course timeline. We keep the focus on the skills employers ask for in Python-based ML interviews, model evaluation, and project discussion.
Machine learning roles in Bangalore span product companies, analytics teams, startups, and enterprise data teams. Pay grows with hands-on Python, model evaluation, deployment basics, and the ability to present project work clearly.
Machine Learning Average Salary by Experience
Machine learning roles in Bangalore span product companies, analytics teams, startups, and enterprise data teams. Pay grows with hands-on Python, model evaluation, deployment basics, and the ability to present project work clearly.
Machine Learning Average Salary by Experience
4.7/5 Google Rating | 1,432+ Verified Reviews
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Success Result: Our students are competing at global levels. Watch their placement journey here.
Data Engineering @ Accenture - 12 LPA
Junior Accountant @ Fortis - 8 LPA
SQL Developer @ Wipro - 10 LPA
Salesforce Administrator @ Deloitte - 15 LPA
RPA Developer @ IBM - 20 LPA
Tableau Developer @ Genpact - 20 LPA
Talent Acquisition Executive @ Tech Mahindra - 12 LPA
Angular Developer @ Capgemini - 15 LPA
Data Analyst @ Amazon - 25 LPA
Java Developer @ Oracle - 25 LPA
CATIA Design Engineer @ TATA Motors - 20 LPA
AWS Solutions Architect @ Accenture - 25 LPA
Python Developer @ Mphasis - 15 LPA
QA Engineer @ HCLTech - 15 LPA
Cloud DevOps Engineer @ LTIMindtree - 18 LPA
Digital Marketer @ Google - 20 LPA
BTM Layout @ Inventateq - -
Genuine Reviews @ Inventateq - 25 LPA - 50LPA
Data Engineering @ Accenture - 12 LPA
Junior Accountant @ Fortis - 8 LPA
SQL Developer @ Wipro - 10 LPA
Salesforce Administrator @ Deloitte - 15 LPA
RPA Developer @ IBM - 20 LPA
Tableau Developer @ Genpact - 20 LPA
Talent Acquisition Executive @ Tech Mahindra - 12 LPA
Angular Developer @ Capgemini - 15 LPA
Data Analyst @ Amazon - 25 LPA
Java Developer @ Oracle - 25 LPA
CATIA Design Engineer @ TATA Motors - 20 LPA
AWS Solutions Architect @ Accenture - 25 LPA
Python Developer @ Mphasis - 15 LPA
QA Engineer @ HCLTech - 15 LPA
Cloud DevOps Engineer @ LTIMindtree - 18 LPA
Digital Marketer @ Google - 20 LPA
BTM Layout @ Inventateq - -
Genuine Reviews @ Inventateq - 25 LPA - 50LPA

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4.7/5 · 1,432+ Verified Reviews
Inventateq trains learners in Bangalore with a structured classroom approach, practical exercises, and direct faculty guidance. We have supported learners across technical and career-switching backgrounds, and we keep the learning path aligned to the tools and job roles that matter in machine learning.
We stand apart through our commitment to:
Flexible options tailored to your schedule — attend in-person or join from anywhere

Our offline Machine Learning classes in Bangalore run in a guided classroom setting with live faculty support. You work on notebooks, datasets, and project exercises in the room, so doubts are addressed while the topic is still fresh.

Our live online Machine Learning classes follow the same structured syllabus and trainer-led pace. You can attend from home, practise on your own system, and stay aligned with the same project and placement support process.
Join the 2026 cohort and secure your future. Limited seats per batch for personalized attention.
Machine learning training works best when theory, coding, and project practice stay connected. Our Bangalore batches keep that balance from the first Python exercise to the final project review.
Understand ML workflows: Learn how machine learning projects move from data to model to evaluation.
Prepare data for modelling: Gain the ability to clean, encode, scale, and split datasets correctly.
Train common ML models: Work with regression, classification, clustering, and anomaly detection methods.
Evaluate model quality: Use accuracy, precision, recall, F1 score, and cross-validation to judge results.
Apply feature engineering: Create, transform, and refine features for better model performance.
Use Python for ML work: Handle datasets and build models with the core Python stack.
Start deploying ML applications: Connect models to simple Flask or FastAPI-based deployment flows.
Useful if you want a practical ML path with Python and data handling.
Fits learners from CS, IT, AI&DS, and software backgrounds.
Works well for learners shifting into data-focused roles.
Helps those moving toward ML, data science, or AI roles.
Strong fit for learners who want applied modelling practice.
Good for people who want a structured start with guided projects.
Classroom batches: Attend guided sessions at our Bangalore branch with fixed batch timing.
Live online option: Join live classes from home and follow the same trainer-led structure.
Flexible schedules: Weekday and weekend batch options help working learners continue training.
Course flow: Topics move in a planned order so you do not lose track between modules.
You can start in the format that suits your routine best.
Our Bangalore classroom gives you a steady place to learn machine learning with direct mentor attention and a peer group that is working through the same topics. Students review notebooks, compare model results, and discuss errors in class, which makes the training feel active and grounded.

Visit the branch to see the classroom setup, batch rhythm, and learning environment for this machine learning course. It is the easiest way to understand how the training runs before you join.
1st Floor, #23 Siva Arcade, 29th Main Road,
BTM Layout 1st Stage Above Bank of Baroda,
Back side of Vishnu Park Restaurant,
Bangalore, Karnataka, 560068, India.
Get Directions4.7 Star Rating from 1,432+ Google Reviews

Vibhu Rajesh
3.3 LPA • Soft India
“The learning experience at Inventateq is unparalleled. The trainers are not just knowledgeable but also passionate about teaching. They make complex topics easy to understand. I am extremely satisfied with the quality of education I received here.”

Lakshmi Iyer
30 LPA • Google India
“Inventateq is a beacon of hope for aspiring professionals. Their practical approach to learning and emphasis on skill development make them stand out. The mentors provide individualized attention, nurturing each student's strengths. I owe my success to their guidance.”

Mohammed Basha
14.8 LPA • Lenovo
“I cannot speak highly enough of Inventateq. Their commitment to student success is evident in every aspect of their training program. The hands-on projects and real-world simulations prepare students for the challenges of the industry. Truly a transformative experience!”

Meera Nair
10 LPA • Tech Mahindra
“Inventateq is the epitome of excellence in industry-aligned training. The personalized attention from mentors sets them apart. The placement support provided by them is top-notch. I'm grateful for their unwavering support throughout my journey.”

Shaik Shaheed
6.5 LPA • Aptus Data Labs
“Inventateq gave me practical training and interview prep that helped me land my dream role. Mentors were always available to clear doubts and guide me through every step of the placement process.”

Nikita Jain
15 LPA • Accenture
“The placement support team connected me with top brands. Resume sessions and mock interviews made a huge difference in my confidence during campus drives and off-campus interviews.”

Manikanta Saladi
40 LPA • AWS
“Industry-focused curriculum and real-time projects prepared me for cloud roles. I highly recommend Inventateq to every aspiring developer looking for serious career growth.”

Priya Sharma
18 LPA • Microsoft
“Personalised courses and dedicated mentors helped me switch careers successfully. The learning environment is supportive, professional, and focused on real outcomes.”
Sandhya Bm
— • Inventateq
“I had a very good learning experience with Inventateq. The SAP FICO training was well-structured and covered both theoretical concepts and practical scenarios. The trainers were knowledgeable, supportive, and always ready to clarify doubts. The hands-on exercises and real-time examples helped me understand SAP FICO processes better. The course has improved my confidence in working with SAP and preparing for SAP-related job opportunities. I would recommend Inventateq to anyone looking to build their career in SAP FICO.”
Gokul A
— • Inventateq
“I enrolled in the Salesforce Admin course at Inventateq. The institute provides quality technical training with experienced trainers and useful learning materials. The sessions are practical-oriented, and trainers clarify doubts clearly, which helped me understand the concepts better. Overall, I am satisfied with the course and the learning environment. One area where the institute can improve is by including more soft skills training, communication development, and interview preparation sessions. Adding these would help students become more confident and industry-ready for placements and real-world opportunities.”
Shaik Misrath
— • Inventateq
“I had an excellent learning experience with Inventateq Training Institute. The support and teaching quality were outstanding. Nikitha was extremely helpful in managing demos, classes, and addressing all queries in a timely and professional manner. Bharannidharan Sir provided in-depth knowledge of Cloud Security with clear explanations and real-world insights. His guidance and support made learning both effective and enjoyable. I highly recommend Inventateq to anyone looking to build a strong career in cloud and cybersecurity.”
Maheswaran M
— • Inventateq
“It’s a great place to learn big data Hadoop and trainer is more supportive once after completing the course but our efforts are also more important to get the job and train better. Thank you inventateq for your support and guidance.”
Manaswini Kolupula
— • Inventateq
“Inventateq Institute Bangalore offers quality technical training with experienced trainers and helpful learning materials. The classes are practical-oriented and doubts are clarified properly. Overall, I am satisfied with the course training. However, adding soft skills, communication skills, and interview preparation sessions would greatly enhance the overall learning experience and make students more industry-ready.”
MUKTHA C V
— • Inventateq
“I completed the Data Science course at Inventateq Institute. The training covered Python, Statistics, and Machine Learning libraries like NumPy, Pandas, and Scikit-learn with practical examples. Overall, it was a good learning experience and I sincerely thank the trainers for their support and guidance.”
srikruthi n
— • Inventateq
“Excellent way of teaching with examples. Easy to understand. Crisp and clear. Highly knowledgeable and experienced sir. Practiced calculations alot. Highly recommend payroll online class . Teched very patiently. Thank you so much for everything sir.”
Thejaswini Asundi
— • Inventateq
“I completed the Data Science course at Inventateq. The training was practical and easy to understand. Trainer was supportive, and the course helped me improve my skills. Good place to learn Data Science.”
Heemanshu Mahadeva
— • Inventateq
“I enrolled for Salesforce Admin course here. From the day one support was genuine and honest.They listen to your concern and fedback regarding the course. My sincere thanks to Nikitha and Tutor Jai Yadav.”
Bindhiya gowda
— • Inventateq
“I completed a Data Science course at Inventateq, and it was an incredibly valuable experience. The training was comprehensive, covering essential topics like Python, Machine Learning algorithms, Data Visualization, and real-world project implementation. The instructors were knowledgeable and always ready to clarify doubts with practical examples. The hands-on approach, combined with real-time case studies and assignments, helped me strengthen my understanding and build confidence in applying concepts to real data. It gave me a great boost as I transitioned into applying for data science roles. I highly recommend Inventateq to anyone looking to begin or transition into the field of Data Science.”
sanhita dawn
— • Inventateq
“I joined Inventateq for the Digital Marketing course, and it was a very good experience. Arif sir was extremely helpful and supportive. He explained everything clearly and with great care. His teaching style made the concepts easy to understand. Overall, I’m very satisfied with the training and truly appreciate his guidance.”
uma bn
— • Inventateq
“I joined the HR course, and the teaching is good. It has helped me a lot, and the coordinators are very supportive.”
Dhanush D
— • Inventateq
“I completed my Salesforce Admin and developer course at Inventateq training institute, Btm Layout. The trainer was very friendly and teaching very clearly and understand the topics and most of the topics has explained with real time examples and individual guidance makes learning very easy and effective, also trainer was very clearly guide me about interview preparations. I had an amazing experience and also give the good placement support. Thank u Inventateq”
Asim Ali
— • Inventateq
“I have done AWS DevOps course in inventateq institute located in btm layout bangalore, the trainer’s deep expertise and practical exercises made complex topics easy to grasp. I now working in a IT Company as a Cloud Engineer with a good salary.”
Ganesh K S
— • Inventateq
“Inventateq provides the Aspirant an In depth knowledge of SAP MM and makes them proficient in using the software. Course training will make learner expertise in the software and provides the chances of grabbing good job opportunities in this domain.”
aditya singh
— • Inventateq
“I had a great learning experience at this institute. The faculty was knowledgeable and supportive, and the curriculum was well-structured, covering all the important concepts in depth. A good place to learn skills like Data Science and other tech courses.”

Vibhu Rajesh
3.3 LPA • Soft India
“The learning experience at Inventateq is unparalleled. The trainers are not just knowledgeable but also passionate about teaching. They make complex topics easy to understand. I am extremely satisfied with the quality of education I received here.”

Lakshmi Iyer
30 LPA • Google India
“Inventateq is a beacon of hope for aspiring professionals. Their practical approach to learning and emphasis on skill development make them stand out. The mentors provide individualized attention, nurturing each student's strengths. I owe my success to their guidance.”

Mohammed Basha
14.8 LPA • Lenovo
“I cannot speak highly enough of Inventateq. Their commitment to student success is evident in every aspect of their training program. The hands-on projects and real-world simulations prepare students for the challenges of the industry. Truly a transformative experience!”

Meera Nair
10 LPA • Tech Mahindra
“Inventateq is the epitome of excellence in industry-aligned training. The personalized attention from mentors sets them apart. The placement support provided by them is top-notch. I'm grateful for their unwavering support throughout my journey.”

Shaik Shaheed
6.5 LPA • Aptus Data Labs
“Inventateq gave me practical training and interview prep that helped me land my dream role. Mentors were always available to clear doubts and guide me through every step of the placement process.”

Nikita Jain
15 LPA • Accenture
“The placement support team connected me with top brands. Resume sessions and mock interviews made a huge difference in my confidence during campus drives and off-campus interviews.”

Manikanta Saladi
40 LPA • AWS
“Industry-focused curriculum and real-time projects prepared me for cloud roles. I highly recommend Inventateq to every aspiring developer looking for serious career growth.”

Priya Sharma
18 LPA • Microsoft
“Personalised courses and dedicated mentors helped me switch careers successfully. The learning environment is supportive, professional, and focused on real outcomes.”
Sandhya Bm
— • Inventateq
“I had a very good learning experience with Inventateq. The SAP FICO training was well-structured and covered both theoretical concepts and practical scenarios. The trainers were knowledgeable, supportive, and always ready to clarify doubts. The hands-on exercises and real-time examples helped me understand SAP FICO processes better. The course has improved my confidence in working with SAP and preparing for SAP-related job opportunities. I would recommend Inventateq to anyone looking to build their career in SAP FICO.”
Gokul A
— • Inventateq
“I enrolled in the Salesforce Admin course at Inventateq. The institute provides quality technical training with experienced trainers and useful learning materials. The sessions are practical-oriented, and trainers clarify doubts clearly, which helped me understand the concepts better. Overall, I am satisfied with the course and the learning environment. One area where the institute can improve is by including more soft skills training, communication development, and interview preparation sessions. Adding these would help students become more confident and industry-ready for placements and real-world opportunities.”
Shaik Misrath
— • Inventateq
“I had an excellent learning experience with Inventateq Training Institute. The support and teaching quality were outstanding. Nikitha was extremely helpful in managing demos, classes, and addressing all queries in a timely and professional manner. Bharannidharan Sir provided in-depth knowledge of Cloud Security with clear explanations and real-world insights. His guidance and support made learning both effective and enjoyable. I highly recommend Inventateq to anyone looking to build a strong career in cloud and cybersecurity.”
Maheswaran M
— • Inventateq
“It’s a great place to learn big data Hadoop and trainer is more supportive once after completing the course but our efforts are also more important to get the job and train better. Thank you inventateq for your support and guidance.”
Manaswini Kolupula
— • Inventateq
“Inventateq Institute Bangalore offers quality technical training with experienced trainers and helpful learning materials. The classes are practical-oriented and doubts are clarified properly. Overall, I am satisfied with the course training. However, adding soft skills, communication skills, and interview preparation sessions would greatly enhance the overall learning experience and make students more industry-ready.”
MUKTHA C V
— • Inventateq
“I completed the Data Science course at Inventateq Institute. The training covered Python, Statistics, and Machine Learning libraries like NumPy, Pandas, and Scikit-learn with practical examples. Overall, it was a good learning experience and I sincerely thank the trainers for their support and guidance.”
srikruthi n
— • Inventateq
“Excellent way of teaching with examples. Easy to understand. Crisp and clear. Highly knowledgeable and experienced sir. Practiced calculations alot. Highly recommend payroll online class . Teched very patiently. Thank you so much for everything sir.”
Thejaswini Asundi
— • Inventateq
“I completed the Data Science course at Inventateq. The training was practical and easy to understand. Trainer was supportive, and the course helped me improve my skills. Good place to learn Data Science.”
Heemanshu Mahadeva
— • Inventateq
“I enrolled for Salesforce Admin course here. From the day one support was genuine and honest.They listen to your concern and fedback regarding the course. My sincere thanks to Nikitha and Tutor Jai Yadav.”
Bindhiya gowda
— • Inventateq
“I completed a Data Science course at Inventateq, and it was an incredibly valuable experience. The training was comprehensive, covering essential topics like Python, Machine Learning algorithms, Data Visualization, and real-world project implementation. The instructors were knowledgeable and always ready to clarify doubts with practical examples. The hands-on approach, combined with real-time case studies and assignments, helped me strengthen my understanding and build confidence in applying concepts to real data. It gave me a great boost as I transitioned into applying for data science roles. I highly recommend Inventateq to anyone looking to begin or transition into the field of Data Science.”
sanhita dawn
— • Inventateq
“I joined Inventateq for the Digital Marketing course, and it was a very good experience. Arif sir was extremely helpful and supportive. He explained everything clearly and with great care. His teaching style made the concepts easy to understand. Overall, I’m very satisfied with the training and truly appreciate his guidance.”
uma bn
— • Inventateq
“I joined the HR course, and the teaching is good. It has helped me a lot, and the coordinators are very supportive.”
Dhanush D
— • Inventateq
“I completed my Salesforce Admin and developer course at Inventateq training institute, Btm Layout. The trainer was very friendly and teaching very clearly and understand the topics and most of the topics has explained with real time examples and individual guidance makes learning very easy and effective, also trainer was very clearly guide me about interview preparations. I had an amazing experience and also give the good placement support. Thank u Inventateq”
Asim Ali
— • Inventateq
“I have done AWS DevOps course in inventateq institute located in btm layout bangalore, the trainer’s deep expertise and practical exercises made complex topics easy to grasp. I now working in a IT Company as a Cloud Engineer with a good salary.”
Ganesh K S
— • Inventateq
“Inventateq provides the Aspirant an In depth knowledge of SAP MM and makes them proficient in using the software. Course training will make learner expertise in the software and provides the chances of grabbing good job opportunities in this domain.”
aditya singh
— • Inventateq
“I had a great learning experience at this institute. The faculty was knowledgeable and supportive, and the curriculum was well-structured, covering all the important concepts in depth. A good place to learn skills like Data Science and other tech courses.”
Rated 4.9/5
Machine learning is used across analytics, product, healthcare, finance, retail, and operations teams. Companies need people who can prepare data, train models, explain results, and turn prototypes into usable applications.
You leave with working practice in data preparation, model building, evaluation, and deployment basics. The projects and interview preparation help you speak about your work with clarity.
You know how to handle missing values, encode categories, scale features, and split data without breaking the workflow. That matters when a dataset looks usable at first but produces weak results until the preprocessing steps are done properly.
You can explain why a regression model, classifier, cluster method, or anomaly approach fits a given task. That judgment is useful when the problem statement is unclear and you need to narrow the method before coding.
You know when precision, recall, F1 score, and cross-validation matter more than a single score. In interviews, this helps you explain why one model is not automatically better just because it looks good on paper.
You can build and transform features, handle imbalance, and identify outliers before chasing a better algorithm. This is the step that often changes results when the model itself is not the main issue.
You can explain how a trained model is saved, wrapped in Flask or FastAPI, and exposed through an API. That shows you understand the step after training, which many beginners miss.
You can walk through house price prediction, spam detection, customer segmentation, and disease prediction without getting lost in jargon. That makes your project discussion clearer when a recruiter asks what you did, why you did it, and what failed along the way.
YOUR INSTRUCTORS
Deepak Gupta, a seasoned AWS expert, brings over 12 years of experience in cloud computing and solution architecture. He holds multiple certifications, including the prestigious AWS Certified Solutions Architect – Professional and AWS Certified DevOps Engineer. He is known for his expert mentorship, helping students gain real-world, hands-on experience with AWS services, cloud security, and serverless computing. His passion for cloud technology and personalized teaching approach makes him a sought-after trainer in the AWS field.

YOUR INSTRUCTORS
Kusha Aggarwal is a seasoned expert with over 12 years of experience in Adobe Analytics and digital marketing. With a proven track record, Kusha has successfully implemented data-driven strategies for top Fortune 500 companies and led high-impact projects across diverse industries. Her achievements include developing award-winning analytics solutions and publishing influential research papers in industry journals.

YOUR INSTRUCTORS
Meher Danwani brings extensive experience to our AngularJS course. With a rich background in web development, she has worked with numerous multi-million dollar companies, delivering exceptional results and insights. Meher’s deep expertise in AngularJS, combined with her hands-on approach and industry knowledge, makes her an invaluable asset to our training program. Her practical experience and professional achievements ensure that students receive top-notch instruction and guidance.

On completion of this course, you receive Inventateq certification for machine learning training in Bangalore. The certificate confirms your training in Python-based ML workflows, model evaluation, feature engineering, and basic deployment work.
Validates completion of the full machine learning syllabus and project work.
Recognises applied training in AI and machine learning fundamentals.
Confirms your ability to work with Python, datasets, and core ML models.
Shows training in saving models, APIs, and simple deployment workflows.
Confirms practical understanding of data preparation and feature work.
Validates completion of real-time project work in prediction and classification.
Yes. The syllabus starts with machine learning basics and Python before moving into preprocessing, modelling, and evaluation. That order helps new learners build confidence step by step.
Yes. You work on house price prediction, spam email detection, customer segmentation, disease prediction, and a deployment demo. These projects are part of the course structure, not separate add-ons.
We support resume preparation, project explanation, mock interviews, mentoring, and referrals. The support is aligned to roles such as Machine Learning Engineer, Data Scientist, and AI Developer.
Yes, if you are ready to learn Python and practise regularly. The course includes foundational data handling and statistics, which helps learners from different backgrounds start with the right base.
Yes. We offer live online training along with classroom learning in Bangalore. The online format follows the same mentor-led structure and covers the same syllabus.
The course is organised across 11 modules, from machine learning basics to real-time projects and interview preparation. That gives enough room to cover the subject properly without rushing the practical work.
Yes. The course uses Python, Jupyter Notebook, NumPy, Pandas, Matplotlib, Seaborn, Scikit-learn, TensorFlow/Keras, Flask, and FastAPI. These tools are built into the training and project work.
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