Officially recognised by the GOI for the contribution to India's tech ecosystem.
Officially recognised by the MEITY Startup Hub, Government of India, for the contribution to India's tech ecosystem.
Machine Learning - Advance
Learn advance machine learning algorithms such as clustering, decision trees and SVM
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Course is not enrollable
8
Weeks
2
hrs/day
4.6K
Students
COURSE OVERVIEW
Master these skills
Skills covered
Model tuning
Model evaluation
Feature engineering
Forecasting
Level & pre-requisites
Beginner Level
No coding experience required
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Machine Learning - Advance Preview Video
Level & pre-requisites
Beginner Level
No coding experience required
Skills covered
Model tuning
Model evaluation
Feature engineering
Forecasting
Level & pre-requisites
Beginner Level
No coding experience required
Skills covered
Model tuning
Model evaluation
Feature engineering
Forecasting
COURSE HIGHLIGHT
Benefit of mastering this course
Automate your daily stuff using the most used tool in corporate world.
Learn how to play with data to come up with amazing insights
THE ADVANTAGES
Why take SkilloVilla's courses
World class curriculum designed by experts
Learn skills that matter in the real world with a curriculum made for the needs of the industry
Learn with case studies from the industry
Solve real life case studies, learn by applying core concepts to real problems
Showcase your skills with industry recognized certificate
Share your certificate and tell the world about your skills. Get certified!
Courses designed
by experts
Courses designed by experts
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Course is not enrollable
SYLLABUS
SkilloVilla's world-class curriculum
CHAPTER 1
Recap and need for advance machine learning algorithms
20 mins
1 Video
1 Quiz
CHAPTER 2
K Nearest neighbour
60 mins
2 Video
2 Reading
1 Quiz
CHAPTER 3
CART: Classification and regression tree
90 mins
2 Video
3 Reading
1 Quiz
CHAPTER 4
Random forest algorithm
80 mins
2 Video
4 Reading
1 Quiz
CHAPTER 5
Support Vector Machine
60 mins
1 Video
5 Reading
1 Quiz
CHAPTER 6
Naive bayes
90 mins
1 Video
3 Reading
1 Quiz
CHAPTER 7
Model Evaluation and Tuning
150 mins
5 Video
1 Reading
3 Quiz
CHAPTER 8
Feature Engineering: Selection and Regularization
120 mins
6 Video
6 Reading
1 Quiz
CHAPTER 9
Ensemble Learning: Bagging & Boosting
80 mins
6 Video
7 Reading
1 Quiz
CHAPTER 10
Unsupervised Learning
90 mins
4 Video
3 Reading
1 Quiz
CHAPTER 11
Principal Component Analysis
60 mins
2 Video
3 Reading
1 Quiz
CHAPTER 12
Time Series I
90 mins
4 Video
1 Reading
CHAPTER 13
Time Series II
90 mins
4 Video
3 Reading
1 Quiz
CHAPTER 14
Artificial Neural Networks
180 mins
5 Video
2 Reading
CHAPTER 15
Capstone Project
300 mins
Speak to career counselors
Book a session, ask your doubts away
CERTIFICATION
Get certified to become a pro!
View Certificate
Certification recognized in 300+ companies
Prove that your skills are certified to employers
Be a recruiter-magnet in LinkedIn with your certifications
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Course is not enrollable
TESTIMONIALS
Users say
Hardik Kaneriya
Eli Lilly and Company
SkilloVilla’s Data Science Track helped me switch career. Live classes and top notch courses really helped me. And the best part was the resume preparation and mock interviews drills which created a virtual interview environment and helped me prepare well for actual interviews
Anshul Gupta
Flipkart
The curriculum is really best in class. I learnt all the necessary practical concepts and SkilloVilla team helped me get placed at Flipkart. It's a great place to learn directly from industry experts and sharpen your skills. Really recommend it!
Vaibhav Jaiswal
ANZ Bank
SkilloVilla played a very important role in starting my career right. Combination of videos, live classes and projects helped me understand the concepts throughly. Live Classes by experts made the learning process very interesting and taught me real life application. Very well-structured program.
Hardik Kaneriya
Eli Lilly and Company
SkilloVilla’s Data Science Track helped me switch career. Live classes and top notch courses really helped me. And the best part was the resume preparation and mock interviews drills which created a virtual interview environment and helped me prepare well for actual interviews
Anshul Gupta
Flipkart
The curriculum is really best in class. I learnt all the necessary practical concepts and SkilloVilla team helped me get placed at Flipkart. It's a great place to learn directly from industry experts and sharpen your skills. Really recommend it!
Vaibhav Jaiswal
ANZ Bank
SkilloVilla played a very important role in starting my career right. Combination of videos, live classes and projects helped me understand the concepts throughly. Live Classes by experts made the learning process very interesting and taught me real life application. Very well-structured program.
FREQUENTLY ASKED QUESTIONS
Read more to know more 
What is the difference between Tracks and Courses?
Tracks are career-focused programmes that include multiple courses to enhance a graduate’s expertise in a particular domain. Job placement assistance including resume building, interview preparation, and connecting with top companies is exclusively provided in a track without additional cost. However, a course does not provide employment assistance and is designed for people who are looking to upskill themselves in particular areas of expertise or technologies.
Can you elaborate on the employment assistance that I will receive?
Once the courses in a track are completed, exclusive employment assistance is provided, which includes:
i) Resume Building: A personal career coach is assigned to help you craft an effective resume.
ii) Mock Interviews: Multiple mock interviews with industry experts will prepare you to be interview-ready.
iii) Connecting with top companies: Help in securing interview invites at 300+ top partner companies to land your dream job.
What is the mode of teaching?
We follow a multi-format mode of teaching. All concepts will be taught through videos, live classes from industry experts, reading materials, quizzes, projects, and more.
Will there be live classes?
Yes, live classes are one of the key components of our curriculum. It will be conducted by industry experts who work at leading companies. In these live classes the concepts are taught as to how it can be applied to real-life situations, thus giving a holistic understanding of the work that you are expected to perform on the job.
Will I receive a certificate for completion of the course/track?
Yes. Once you have completed all the courses and all the projects in a track, a specialization certificate that is recognized across the industry will be awarded to you. Individual certificates will also be granted for every course included in the track.
Will I get lifetime access to the content?
Yes. You will get lifetime access to the content of the courses. Concepts, works, documents and videos can be accessed at any time for reference, ensuring a lifetime of learning.
Do you guarantee a job at the end of the track?
We make you able enough to secure the job of your dreams. We provide exclusive placement assistance, prepare you to be interview-ready, help you nail the industry expectations and get interview invites for you in top companies. We are your companions in your journey from learning to earning and will never leave your side throughout this journey. But beyond our support, only you can land the job of your dreams.
Why should I choose SkilloVilla's Data Analytics career track over other online analytics courses / online data analytics certification program?
Our Data Analytics career track focuses on enhancing a graduate's expertise in the field of data analytics and helping him/her land their dream job. Whereas, most online data analytics certificate programs focus only on the theoretical part with little to no job placement assistance. Moreover, SkilloVilla's career track fee is less than one-fourth of any other online data analytics courses.
Why Should I choose SkilloVilla's Data Science Career track over any other online data science degree?
Our Data Science career track focuses on enhancing a graduate's expertise in the field of data science and helping him/her land their dream job. Whereas, most online data science degree courses focus only on the theoretical part with little to no job placement assistance. Moreover, SkilloVilla's career track fee is less than one-fourth of any online data science degree.
Our Data Science career track is the only data science full course that you will need to land your dream job.
Why should I choose SkilloVilla's Data Analytics career track over other online data analytics certificate program?
Our Data Analytics career track comes with an industry-aligned curriculum designed by the top 1% of the industry experts, weekly live classes, quick doubt resolution, placement support to help you land your dream job, and a 2-year alumni membership. You get all of this is at a one-fourth price of any other online data analytics courses.
Why should I choose SkilloVilla's Data Science career track over other online data science certification?
Our Data Science career track comes with an industry-aligned curriculum designed by the top 1% of the industry experts, weekly live classes, quick doubt resolution, placement support to help you land your dream job, and a 2-year alumni membership. You get all of this is at a one-fourth price of any other online data science certification course.
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Request a callback to get in touch with our academic counsellors.
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