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Introduction to Machine Learning Algorithms and their Implementation in Python in Hyderabad

A hands-on course about the basics of machine learning development using Python for data science applications.

12 weeks long course | 100% Online

Learn from leading experts in the industry

Project based learning with 2 industry level projects that learners can showcase on LinkedIn.

Learn Key Tools & Technologies Python

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Syllabus

This course is full of best-in-class content by leading faculty and industry experts in the form of videos and projects

Course Overview

Python is a robust programming language used in the development of machine learning algorithms. For any data scientist or expert in this field, knowledge on Python libraries is of the essence to analyze, infer, and make predictions about future data trends. As Python gains more traction in the industry, engineers and data scientists must be exposed and up-to-date with modern standards. 

By taking this course, you will learn about the basics of data science, and the implementation of Python to develop machine learning algorithms. This course will give you a solid understanding of the essential Python libraries, evaluation metrics, univariate and multivariate linear regression, K-Mean clustering, hierarchical clustering, and neural networks. 

Throughout this course, you will have numerous opportunities to exercise your understanding by completing challenges and projects that require extensive analysis of data sets. You will get the foundation needed to work in the data science, machine learning, or related fields.

Course Syllabus in Hyderabad

On a daily basis we talk to companies in the likes of Tata Elxsi and Mahindra to fine tune our curriculum.

Week 1 - Introduction to Data Science and Programming Languages (Tools) for Data Science

This week will cover 

  • Data Science and Big Data: Introduction 
  • Importance of Data Science and Big Data
  • Introduction to Different Programming Languages (Tools) for Data Science

Week 2 - Basics of Programming

This week will cover

  • Variables
  • Operators 
  • Data Types 
  • Data Structures 
  • Control Structures in Python
  • Function File in Python

Week 3 - Essential Python Libraries

This week will cover

  • NumPy
  • SciPy
  • Pandas
  • Matplotlib
  • Seaborn

Week 4 - Introduction to Machine Learning Cross-Validation, Bias-Variance Tradeoff

This week will cover

  • Basics of Machine Learning
  • Classification
  • Fitting of Model with Cross-Validation
  • Bias Variance Tradeoff

Week 5 - Evaluation Metrics

This week will cover

  • Evaluation Metrics for Model Validation

Week 6 - Importing Data and Hands-On Imported Data

This week will cover

  • Exploratory Data Analysis (EDA)
  • Correlation
  • Feature Extraction
  • Hyper Parameters

Week 7 - Univariate and Multivariate Linear Regression

This week will cover

  • Univariate Linear Regression
  • Multivariate Linear Regression
  • Implementation in Python

Week 8 - Principal Component Analysis

This week will cover

  • Eigen Values
  • Eigen Vectors
  • Singular Value Decomposition
  • Principal Component Analysis (PCA)

Week 9 - Logistic Regression and k-nearest Neighbor

This week will cover

  • Explanation and Implementation of Logistic Regression and k-nearest Neighbor in Python

Week 10 - Decision Tree and Random Forest

This week will cover

  • Explanation and Implementation in Python
    • Decision Tree
    • Random Forest

Week 11 - K-Mean and Hierarchical Clustering

This week will cover

  • K-Mean
  • Hierarchical Clustering

Week 12 - Neural Networks

This week will cover

  • Logistic Regression with Neural Network Mindset

Our courses have been designed by industry experts to help students achieve their dream careers

Industry Projects in Hyderabad

Our projects are designed by experts in the industry to reflect industry standards. By working through our projects, Learners will gain a practical understanding of what they will take on at a larger-scale in the industry. In total, there are 2 Projects that are available in this program.

Stock Market Data Analysis and Visualization

You will be given a scenario in which you will work as a data scientist for a stock forecasting company. With this data, you will have to perform data visualization and analysis on the stock market data.

Developing an Early Warning System with Given Data

In this project, you are expected to develop an Early Warning System (EWS) to predict the likely rejection of products manufactured by a company using the given data.

Our courses have been designed by industry experts to help students achieve their dream careers

Ratings & Reviews by Learners

Skill-Lync has received honest feedback from our learners around the globe.

Google Rating
4.6

Leap Forward into the Future with the Introduction to Machine Learning Algorithms and their Implementation in Python Course in Hyderabad

This short-term course by Skill-Lync focuses on what machine learning is used for and how it works in various applications. 

Machine learning in Python programming is an emerging technology to enhance the user experience. It allows automobile industries to develop autonomous cars with object and lane detection, self-driving, and intelligent systems. 

The 12-week course from Skill-Lync provides opportunities for electrical and computer science engineers to upskill themselves. The machine learning course teaches you about data science, Python libraries, bias-variance tradeoff, evaluation metrics, importing data, univariate and multivariate linear regression, etc. 

This machine learning with Python course is 100% online and designed by industry experts with 14 years of experience in the field. 

FAQs about the Introduction to Machine Learning Algorithms and their Implementation in Python Course in Hyderabad

Why should I choose the Introduction to Machine Learning Algorithms and their Implementation in Python course by Skill-Lync in Hyderabad?

Skill-Lync's machine learning course exposes you to important Python libraries like NumPy, Pandas, SciPy, Seaborn, and Matplotlib. It also includes two industry-based projects on developing an Early Warning System (EWS) and stock market assessment with the provided data. This will help you be better prepared for a career in this field. 

What are the prerequisites for taking up the Introduction to Machine Learning Algorithms and their Implementation in Python course in Hyderabad?

The machine learning course in Hyderabad can be pursued by individuals with a background in electrical, electronic, or computer engineering. 

What is the program fee for the Introduction to Machine Learning Algorithms and their Implementation in Python course in Hyderabad?

This course has three fee plans: Basic, Pro, and Premium. The Basic plan offers 2 months' access at Rs 7000 per month for 3 months. The Pro plan provides 4 months' access at Rs 10,000 per month for 3 months, and the Premium plan offers lifetime access at Rs 15,000 per month for 3 months. 

What are the benefits of choosing the Introduction to Machine Learning Algorithms and their Implementation in Python course in Hyderabad?

Pursuing a course at Skill-Lync would offer many benefits to you.

  • Industry-oriented curriculum.
  • Hands-on experience in solving industry projects.
  • Email and forum support from the technical support team to clear your doubts.
  • A certificate of completion for all participants and a merit certificate for the top 5% of the scorers.

What are the career prospects after completing the Introduction to Machine Learning Algorithms and their Implementation in Python course in Hyderabad?

Upon completing the machine learning course in Hyderabad, you will be eligible for roles like:

  • Automotive Field Applications Engineer
  • Data Scientist
  • Machine Learning Engineer

What is the expected salary range after completing the Introduction to Machine Learning Algorithms and their Implementation in Python course in Hyderabad?

The salary after this course depends on your skills and experience. The expected average salary of machine learning engineers is around Rs. 7.1 lakhs per annum.

Can you tell me more about Skill-Lync?

Skill-Lync is among India's leading EdTech platforms dedicated to transforming engineering education. We equip young engineers with the latest skill sets and cutting-edge tools in new-age technologies.

The brainchild of two engineers, Skill-Lync, is on a mission to bridge the skill gap between aspiring professionals and the industry's demands through job-oriented courses.

Instructors profiles

Our courses are designed by leading academicians and experienced industry professionals.

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1 industry expert

Our instructors are industry experts along with a passion to teach.

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14 years in the experience range

Instructors with 14 years extensive industry experience.

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Areas of expertise

  • Electric vehicles

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