6840+ Job Posting Available
6840+ Job Posting Available
Placements in Machine Learning: 1,342

Best Machine Learning Course Online with Placement

Learn machine learning online with Python, NumPy, Pandas, Scikit-learn, Matplotlib, Seaborn, TensorFlow/Keras, and Flask. You will work through supervised learning, unsupervised learning, model evaluation, and deployment basics with projects that mirror real ML work.

4.7/5 from 1,432 reviews
Python-first training built for machine learning work
Hands-on practice with NumPy, Pandas, and Jupyter Notebook
Covers regression, classification, clustering, and PCA
Model evaluation with accuracy, precision, recall, F1 score, and cross validation
Introductory deployment using Flask, FastAPI, and cloud basics
Real projects in prediction, segmentation, detection, and interview prep
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Guarantee Program

14,200+ (Placed)

Freshers to IT

7,100+ (Placed)

Non-IT to Tech

5,800+ (Placed)

Career Gap Fillers

6,400+ (Placed)

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Placement Record

We have placed 10,579 Students in Machine Learning

Microsoft logo
Google logo
Deloitte logo
Infosys logo
Zomato logo
Tech Mahindra logo
5.2 LPA
Pramod

Pramod

5.2 LPAServiceNow Developer

Prodapt
5.7 LPA
Vihaana

Vihaana

5.7 LPAAndroid Developer

Nextwebi
6 LPA
Navya

Navya

6 LPAAndroid Developer

Corsel Technologies
7 LPA
Karthik

Karthik

7 LPAAndroid Developer

appzoc
9 LPA
Sanjeev Sukla

Sanjeev Sukla

9 LPAAI Engineer

Tech Mahindra
5 LPA
Sukumar Roy

Sukumar Roy

5 LPAData Scientist

Accenture
8 LPA
Jagjith Rathode

Jagjith Rathode

8 LPAMachine Learning Engineer

Deloitte
4 LPA
Lipika Shah

Lipika Shah

4 LPAAI Engineer

Infosys
4 LPA
Kutumb Sharma

Kutumb Sharma

4 LPAAssociate Product Manager

Cognizant
3.45 LPA
Gheeta Kumari

Gheeta Kumari

3.45 LPANetwork Engineer

Cognizant
3.75 LPA
Venkatesh Iyengar

Venkatesh Iyengar

3.75 LPANOC Support Engineer

BharatHire.com
4.4 LPA
Lakshmi Menonon

Lakshmi Menonon

4.4 LPANetwork Administrator

Capgemini
9 LPA
Jagan Roy

Jagan Roy

9 LPAAI Engineer

goibibo
12 LPA
Sharmila

Sharmila

12 LPAData Engineer

TCS
16 LPA
Rahul Rai

Rahul Rai

16 LPAData Engineer

atlys
5.1 LPA
Pawan Singh

Pawan Singh

5.1 LPARPA Developer

Infosys
7.83 LPA
Narayan

Narayan

7.83 LPARPA Business Analyst

Capgemini
5.55 LPA
Sima

Sima

5.55 LPAData Scientist

TATA
40 LPA
Joseph

Joseph

40 LPAAWS Devops Engineer

Amazon
25 LPA
Sameer

Sameer

25 LPASalesforce Developer

Salesforce
30 LPA
Savitha Iyer

Savitha Iyer

30 LPAProject Administrator

Amazon
20 LPA
Jayanthi

Jayanthi

20 LPADigital Marketing Specialist

Zomato
12 LPA
Sangeetha

Sangeetha

12 LPASocial Media Manager

Rubrik
8 LPA
Kishore

Kishore

8 LPADigital Marketing Analyst

Wipro
8.5 LPA
Rekha

Rekha

8.5 LPAPerformance Marketer

Atlassian
4.3 LPA
Jestina

Jestina

4.3 LPADigital marketing specialist

zensar technologies
8 LPA
Sasidharan

Sasidharan

8 LPAPerformance Marketer

atlys
4.3 LPA
Vanaya

Vanaya

4.3 LPAAI Engineer

zensar technologies
7.5 LPA
Jyoti

Jyoti

7.5 LPAData Engineer

Velocity
4.5 LPA
Kaushik

Kaushik

4.5 LPASalesforce Developer

Tech Mahindra
8.45 LPA
Rohini

Rohini

8.45 LPAComputer Vision Engineer

nvidia
5 LPA
Shravya

Shravya

5 LPASAP FICO Analyst

accenture
5.8 LPA
Sandhya

Sandhya

5.8 LPASAP FICO Analyst

Sonata Software
4.2 LPA
Abhiram

Abhiram

4.2 LPAServicenow Developer

Prodapt
4.8 LPA
Krishna

Krishna

4.8 LPATOSCA Automation Engineer

Hexaware
8 LPA
Aqib

Aqib

8 LPAData Engineer

Tiger Analytics
8 LPA
Rohan

Rohan

8 LPATosca Test Analyst

Cognizant
10 LPA
Muskan

Muskan

10 LPAMachine Learning Engineer

Fractal
4.4 LPA
Ritika

Ritika

4.4 LPATosca Administrator

QualityAI
5.7 LPA
Aliya

Aliya

5.7 LPAML Engineer

Mu Sigma
6 LPA
Amith

Amith

6 LPADevops Engineer

Meesho
7.15 LPA
Asha

Asha

7.15 LPADevSecOps Engineer

netsmartz
6.3 LPA
Anamika

Anamika

6.3 LPAAI Engineer

Fractal
7 LPA
Sai Krishna

Sai Krishna

7 LPAMLOps Engineer

First Source
5 LPA
Prachi

Prachi

5 LPAHR Executive

ABC Consultants
7 LPA
Rafiya

Rafiya

7 LPAData Scientist

Tredence
10 LPA
Rudra Lakshmi

Rudra Lakshmi

10 LPABrand Marketing Specialist

gojek
8.2 LPA
Andro

Andro

8.2 LPAAI Engineer

Fractal

Machine Learning Placement Assistance That Supports Your Job Search

Learning machine learning is only one part of getting hired. The harder part is showing that you can work with data, build a model, explain the result, and talk through the steps in an interview. Inventateq shapes that side too, so the course does not end at theory and notebooks.

As the modules progress, learners are guided to turn class work into a presentable profile, then into interview-ready answers. The support focuses on the same skills employers ask about for machine learning, data science, and AI developer roles: preprocessing, model choice, evaluation, and project explanation.

Our Signature Career Support:

  • Resume support built around ML projects, tools, and outcomes
  • Mock interviews on Python, statistics, model evaluation, and deployment basics
  • Portfolio guidance using house price prediction, spam detection, and customer segmentation projects
  • Mentoring on how to explain supervised learning, clustering, and feature engineering in interviews
  • Career guidance for Machine Learning Engineer, Data Scientist, and AI Developer roles

Machine Learning Salary Insights

Machine learning roles are hired across IT services, product teams, analytics departments, and AI-focused startups. Pay usually rises as you move from model-building support work into ownership of pipelines, evaluation, deployment, and business-facing problem solving.

Machine Learning Average Salary by Experience

Why Students Choose Our Machine Learning Course Online?

4.7/5 Google Rating | 1,432+ Verified Reviews

4.7 / 5

By Google Reviews

Jd

4.7 / 5

By Justdial

S

4.7 / 5

By Sulekha Courses

4.7 / 5

By Course Suggest

Success Result: Our students are competing at global levels. Watch their placement journey here.

Bigdata Hadoop Placement Success Stories

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Python Developer @ Mphasis - 15 LPA

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Students Who Took the First Step

Genuine Reviews @ Inventateq - 25 LPA - 50LPA

Bigdata Hadoop Placement Success Stories

Data Engineering @ Accenture - 12 LPA

Student Honest Reviews for Tally Course

Junior Accountant @ Fortis - 8 LPA

What Students Say About Our SQL Course

SQL Developer @ Wipro - 10 LPA

Genuine Student Feedback on Our SalesForce Course

Salesforce Administrator @ Deloitte - 15 LPA

How Our RPA Course Helped Students Build Their Careers

RPA Developer @ IBM - 20 LPA

Learning to Getting Hired – Tableau Student Reviews

Tableau Developer @ Genpact - 20 LPA

Real Student Reviews for HR Course

Talent Acquisition Executive @ Tech Mahindra - 12 LPA

Authentic Student Experiences on our Anjular Js Course

Angular Developer @ Capgemini - 15 LPA

Honest Student Reviews for Data Science Course

Data Analyst @ Amazon - 25 LPA

What Students Say About the Java Course

Java Developer @ Oracle - 25 LPA

Student Video Review for CATIA Course

CATIA Design Engineer @ TATA Motors - 20 LPA

Authentic Student Reviews for AWS Course

AWS Solutions Architect @ Accenture - 25 LPA

Honest Opinions from Python Course Students

Python Developer @ Mphasis - 15 LPA

Real Student Reviews for Software Testing

QA Engineer @ HCLTech - 15 LPA

Devops Course Reviews & Placement Experiences

Cloud DevOps Engineer @ LTIMindtree - 18 LPA

Digital Marketing Course Success Stories | Student Reviews

Digital Marketer @ Google - 20 LPA

Inventateq Classroom Tour

BTM Layout @ Inventateq - -

Students Who Took the First Step

Genuine Reviews @ Inventateq - 25 LPA - 50LPA

0.0

GOOGLE RATING

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REVIEWS

4.7/5 · 1,432+ Verified Reviews

About Inventateq

Inventateq has built its training reputation by helping learners move from classroom concepts to practical job skills in a structured way. For the Machine Learning Course Online, that means the same clear teaching style, project-based practice, and learner support that students look for when they want a serious institute rather than a theory-only page.

We stand apart through our commitment to:

  • Known for structured training that keeps concepts and practice connected
  • Supports learners across beginner and job-ready levels with a steady teaching pace
  • Uses real lab-style sessions so learners work with tools instead of only reading about them
  • Keeps the classroom and online experience focused on clarity, not rushed coverage
  • Provides learner support that helps people stay on track from first module to final project
 classes
Live Online
Remote Learning

Inventateq Online Live Classes

Attend live, instructor-led classes from anywhere with the same hands-on structure as our classroom batches. Follow along step-by-step, get real-time doubt support, and revisit recordings whenever you need to.

100% Live Instructor-Led Online Classes
Dedicated Doubt-Solving Sessions with Mentors
Study Guides, PPTs, and Exam Guidance Included
Class Recordings and Backup Sessions for Missed Classes
Flexible Weekday and Weekend Batch Timings
Career Guidance and Interview Preparation Support

Details of Inventateq Machine Learning Course

Fresh graduates

Good for learners starting with Python and wanting a direct path into machine learning roles.

Software developers

Useful for developers who want to move into data-driven applications, model integration, and AI features.

Data analysts

Fits analysts who want to move beyond dashboards into prediction, classification, and clustering.

Working professionals

Suitable for people who already know business or IT and need machine learning skills for the next role.

Career changers

Works for non-ML learners who can follow a step-by-step Python and statistics based program.

Online learners

A good fit for anyone searching for a machine learning course online with guided mentor support.

Quick Highlights of Inventateq Machine Learning Course

A structured online program that moves from basics to project work in clear stages.

  • 11 modules: The syllabus is split into a full learning path from introduction to projects.

  • Live online format: Sessions are taught online with mentor guidance and practical demonstrations.

  • Project time included: Learners work on prediction, segmentation, and detection use cases.

  • Interview prep at the end: Resume building and interview preparation are part of the final module.

Machine Learning Course Curriculum

1. Module 1: Machine Learning Basics (Week 1)

W1
  • What machine learning is and how it is used in real projects
  • Types of machine learning: supervised, unsupervised, and reinforcement
  • Real-world applications across prediction, classification, and automation
  • Difference between AI, ML, and data science
  • Overview of the machine learning workflow

2. Module 2: Python for Machine Learning (Week 2)

W2
  • Python basics for ML work
  • NumPy and Pandas for data handling
  • Cleaning and preparing datasets
  • Visualisation using Matplotlib and Seaborn
  • Working with datasets in notebooks

3. Module 3: Statistics and Math for ML (Week 3)

W3
  • Mean, median, and mode
  • Probability basics and common distributions
  • Correlation and covariance
  • Linear algebra basics needed for ML
  • Math concepts that support model understanding

4. Module 4: Data Preprocessing (Week 4)

W4
  • Handling missing values in datasets
  • Encoding categorical data
  • Feature scaling methods
  • Feature selection techniques
  • Train-test split for model preparation

5. Module 5: Supervised Learning (Week 5)

W5
  • Linear regression for prediction
  • Logistic regression for classification
  • Decision trees and random forest
  • Support Vector Machines (SVM)
  • Choosing the right supervised model for a task

6. Module 6: Unsupervised Learning (Week 6)

W6
  • K-Means clustering
  • Hierarchical clustering
  • Dimensionality reduction with PCA
  • Association rules
  • Basics of anomaly detection

7. Module 7: Model Evaluation (Week 7)

W7
  • Accuracy, precision, recall, and F1 score
  • Using a confusion matrix
  • Cross validation methods
  • Bias versus variance
  • Overfitting and underfitting

8. Module 8: Feature Engineering (Week 8)

W8
  • Feature creation and transformation
  • Handling imbalanced data
  • Outlier detection techniques
  • Data optimization methods
  • Using engineered features to improve model performance

9. Module 9: Deep Learning Overview (Week 9)

W9
  • Neural network basics
  • Activation functions
  • Introduction to TensorFlow and Keras
  • Basic neural network models
  • Backpropagation concept

10. Module 10: ML Deployment Basics (Week 10)

W10
  • Model saving and loading
  • Introduction to Flask and FastAPI
  • API use for ML models
  • Cloud deployment overview
  • Model monitoring basics

11. Module 11: Real-Time Projects and Career Prep (Week 11)

W11
  • House price prediction project
  • Spam email detection project
  • Customer segmentation project
  • Disease prediction model
  • Resume building and interview preparation

Student Reviews – Machine Learning

4.7 Star Rating from 1,432+ Google Reviews

Vibhu Rajesh

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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 by AI Students

Why Learn Machine Learning Today?

Machine learning sits behind search ranking, recommendations, fraud checks, forecasting, and many customer-facing tools that companies use every day. Teams want people who can clean data, train a model, judge the result, and explain the trade-offs clearly.

Why Students Trust Inventateq for Machine Learning

  • The syllabus matches the full ML workflow, so learners see how one topic connects to the next.
  • Python, Scikit-learn, TensorFlow/Keras, and Flask are taught in the same path that employers expect to see.
  • Project work gives learners proof points for interviews instead of only notes and definitions.
  • The course includes evaluation, feature engineering, and deployment basics, which are often missing in short tutorials.
  • Inventateq’s guided format helps learners stay consistent while working through a subject that can feel scattered when self-studied.

Build Practical Machine Learning Skills That Employers Can See

By the end of the course, learners do not just know the terms. They can work through a dataset, build a model, evaluate it properly, and present the result in a way that makes sense in an interview or project review.

Prepare data for modelling

You will clean datasets, handle missing values, encode categories, scale features, and split data correctly before training begins.

Train multiple ML models

You will work with linear regression, logistic regression, decision trees, random forest, SVM, and clustering methods from the syllabus.

Measure model quality

You will compare models using accuracy, precision, recall, F1 score, confusion matrix results, and cross validation.

Improve weak model performance

You will learn how feature engineering, imbalance handling, and outlier checks affect final results.

Build basic deployment flow

You will understand how to save models, expose them with Flask or FastAPI, and connect them to simple APIs.

Present real project work

You will complete use cases like house price prediction, spam detection, customer segmentation, and disease prediction for portfolio use.

Detailed Insights :: Machine Learning Course Online

Students Most Asked Questions

Is this machine learning course online?

Yes, the course is designed for online learning with live mentor support. You can follow the same syllabus from anywhere and still work through the tools, projects, and doubt clearing sessions.

Do I need coding experience before joining?

No strong coding background is needed to begin, because the course starts with Python basics and gradually moves into ML work. Students who can follow a step-by-step approach usually adapt well.

Will I get hands-on project practice?

Yes, the course includes project work such as house price prediction, spam email detection, customer segmentation, and disease prediction. These are useful for understanding the workflow and for building a portfolio.

Does Inventateq help with placement support?

Yes, the course includes placement-oriented support such as resume help, interview preparation, and project presentation guidance. The focus is on helping you explain your skills for roles like Machine Learning Engineer and Data Scientist.

Can non-technical learners join?

Yes, provided they are ready to spend time on Python, statistics, and practice. The syllabus begins with basics and builds up in stages, which helps people from non-technical backgrounds adapt.

What tools will I learn in this course?

You will work with Python, Jupyter Notebook, NumPy, Pandas, Matplotlib, Seaborn, Scikit-learn, TensorFlow/Keras, and Flask. Those tools cover data handling, model training, visualisation, and introductory deployment.

How long does it take to complete the syllabus?

The course is structured into 11 modules, so the timeline depends on the batch pace and how much time you spend on practice. Learners who stay consistent can move through the full sequence from basics to final projects with a clear learning path.

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Category articles

General guides and insights for this course category.

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Machine Learning Interview Questions with Answers

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