Machine Learning using Python Certification Course | SkilloVilla
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Machine Learning using Python

Learn all about algorithms from the industry experts and become a machine learning prodigy.

weeks

8

Weeks

weeks

4

hrs/day

weeks

240

Students

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COURSE OVERVIEW

Master these skills

Skills covered
Skills covered

Classification

Clustering

Prediction

Forecasting

Regression

NLP

Sentiment Analysis

Neural Networks

title
Level & pre-requisites
Level & pre-requisites

Intermediate Level

No coding experience required

Machine Learning using Python Preview Video

  • Level & pre-requisites

    Level & pre-requisites

    Intermediate Level

    No coding experience required

  • Skills covered

    Skills covered

    Classification

    Clustering

    Prediction

    Forecasting

    Regression

    NLP

  • Skills covered

    Skills covered

    Sentiment Analysis

    Neural Networks

  • Level & pre-requisites

    Level & pre-requisites

    Intermediate Level

    No coding experience required

  • Skills covered

    Skills covered

    Classification

    Clustering

    Prediction

    Forecasting

    Regression

    NLP

COURSE HIGHLIGHT

Benefit of mastering this course

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.

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THE ADVANTAGES

Why take SkilloVilla's courses

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World class curriculum designed by experts

Learn skills that matter in the real world with a curriculum made for the needs of the industry

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Learn with case studies from the industry

Solve real life case studies, learn by applying core concepts to real problems

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Showcase your skills with industry recognized certificate

Share your certificate and tell the world about your skills. Get certified!

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Courses designed
by experts
Courses designed by experts
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SYLLABUS

SkilloVilla's world-class curriculum

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

Speak to career counselors

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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 FEE

Let's enroll!

Limited time offer - 40% off

₹ 22,866/-

₹ 38,110

₹ 22,866/-

₹ 38,110

Benefits
Online Courses

Course content

Generic content

Designed by experts

Projects

Projects on public data

Projects on industry problems

Skills

Theory based

Learn practical skills

Price

20,000*

22,866*

Benefits
Online Courses

Course content

Generic content

Designed by experts

Projects

Projects on public data

Projects on industry problems

Skills

Theory based

Learn practical skills

Price

20,000*

22,866*

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university

University

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SkilloVilla

Price

3,00,000/-

22,866/-

Designed by industry experts

Real life case studies

Learn practical skills

TESTIMONIALS

Users say

  • author image

    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

    author image

    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.

  • author image

    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!

    author image

    Raj Golhani

    EXL Services

    Excellent content and great mentorship! I had no clue how to get a job in data. SkilloVilla helped me not only learn from very scratch but also helped me understand practical applications through expert driven live classes. Thanks you SkilloVilla team and Deepak Sir for supporting me till I got placed.

  • author image

    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

    author image

    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.

  • author image

    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!

    author image

    Raj Golhani

    EXL Services

    Excellent content and great mentorship! I had no clue how to get a job in data. SkilloVilla helped me not only learn from very scratch but also helped me understand practical applications through expert driven live classes. Thanks you SkilloVilla team and Deepak Sir for supporting me till I got placed.

FREQUENTLY ASKED QUESTIONS

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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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