Learn all about algorithms from the industry experts and become a machine learning prodigy.
Weeks
hrs/day
Students
COURSE OVERVIEW
Classification
Clustering
Prediction
Forecasting
Regression
NLP
Sentiment Analysis
Neural Networks
Intermediate Level
No coding experience required
Machine Learning using Python Preview Video
COURSE HIGHLIGHT
Acquire proficiency in data filtering and analysis, feature engineering, and data quality enhancements.
See-the-Unseen with the help of machine learning-based prediction and forecasting algorithms.
Discover complex data patterns and trends using machine learning algorithms on diverse data sources.
Using insight gained from hidden data patterns, answer and solve business problems.
Proficient in applying machine learning techniques to solve challenging real-world problems.
Develop the reasoning and problem-solving ability for designing intelligent applications.
THE ADVANTAGES
Learn skills that matter in the real world with a curriculum made for the needs of the industry
Solve real life case studies, learn by applying core concepts to real problems
Share your certificate and tell the world about your skills. Get certified!
SYLLABUS
CHAPTER 1
Introduction to Machine Learning
30 mins
3 Video
1 Quiz
CHAPTER 2
Data pre-processing using Python
60 mins
1 Video
1 Quiz
1 Assessment
CHAPTER 3
Simple Linear regression - Principles and working
60 mins
5 Video
2 Quiz
CHAPTER 4
Implementation of Simple linear regression using Python
75 mins
3 Video
1 Quiz
1 Assessment
CHAPTER 5
Multiple Linear regression - Principles and implementation
45 mins
2 Video
1 Quiz
CHAPTER 6
Feature Selection
30 mins
1 Video
1 Quiz
CHAPTER 7
Logistic regression - Principles and working
90 mins
3 Video
1 Quiz
1 Assessment
CHAPTER 8
Implementation of Logistic regression model using python
30 mins
3 Video
1 Quiz
CHAPTER 9
Model evaluation - Classification
30 mins
2 Video
1 Quiz
CHAPTER 10
Model tuning
30 mins
1 Video
1 Quiz
CHAPTER 11
Real-time applications of Machine learning
60 mins
1 Video
1 Quiz
1 Assessment
CHAPTER 12
Introduction to Advance Machine Learning
30 mins
2 Video
CHAPTER 13
Decision Trees
75 mins
3 Video
1 Quiz
1 Assessment
CHAPTER 14
Classification techniques
120 mins
5 Video
1 Quiz
1 Assessment
CHAPTER 15
Random forest algorithm
90 mins
4 Video
1 Quiz
1 Assessment
CHAPTER 16
KNN
70 mins
2 Video
1 Quiz
CHAPTER 17
Support Vector Machine (SVM)
90 mins
4 Video
1 Quiz
1 Assessment
CHAPTER 18
Boosting Algorithms
90 mins
4 Video
1 Quiz
1 Assessment
CHAPTER 19
Capstone Project
300 mins
49 Video | 18 Quiz |
9 Assessment |
Book a session, ask your doubts away
CERTIFICATION
Certification recognized in 300+ companies
Prove that your skills are certified to employers
Be a recruiter-magnet in LinkedIn with your certifications
COURSE FEE
₹ 38,110
Course content
Generic content
Designed by experts
Projects
Projects on public data
Projects on industry problems
Skills
Theory based
Learn practical skills
Price
Course content
Generic content
Designed by experts
Projects
Projects on public data
Projects on industry problems
Skills
Theory based
Learn practical skills
Price
University
SkilloVilla
Price
3,00,000/-
19,055/-
Designed by industry experts
Real life case studies
Learn practical skills
TESTIMONIALS
FREQUENTLY ASKED QUESTIONS
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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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