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Machine Learning with Python Certification Training Course

This is a Machine Learning with Python Certification Training Course from EarlyRise.

Machine learning is a subset of artificial intelligence that describes how software and applications can improve their efficiency and effectiveness in making predictions without being explicitly programmed to do so. In order to forecast future output, machine learning (ML) trains computers to integrate new algorithms into their processing power along with previous data.
In order to process information accurately without allocating specialised resources to get the same result, ML is finding its way into a wide range of industries and business of all kinds. As a result, professionals with coding expertise in this area are in high demand.

Machine Learning with Python Certification Training Course

Machine Learning with Python Certification Course Overview

EarlyRise’s Machine Learning with Python Certification course has been created by industry professionals to help you to learn the Machine Learning with Python as per the industry requirements and demands. It gives you a solid foundation and will make you industry ready.

EarlyRise’s Machine Learning with Python training Course Key Features
  • Instructor led online classes conducted by industry experts
  • Simulation exams
  • Hands-On based ML with Python Training

Real Time Use Cases

Expert Faculty

Course info
  • Course Date : Coming Soon
  • Time : Coming Soon
  • Duration : 40 Hours
  • Levels : Beginner
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Training Options



  • Learn in an instructor-led online training class
  • One to one mentorship for doubt resolution
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  • Classroom based training
  • One to one mentorship for doubt resolution


Customized to your team's needs

  • Customized learning delivery model (self-paced and/or instructor-led)
  • Flexible pricing options
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Machine Learning with Python Training Course Curriculum


This course can be taken by any fresh graduates, software developers, infrastructure engineers, project managers, delivery heads, Systems operators, Cloud solutions architects, and DevOps engineers. However, professionals with knowledge of foundational python programming and statics will have an edge in understanding the concepts.


There are no Pre-requisites for this course. However, it would be more advantageous to have a basic understanding of python programming and statics in understanding the concepts.

Course Content

EarlyRise’s Machine Learning with Python training course focuses on familiarizing learners with the basic concepts of machine learning using Python. The course introduces students to data exploration and allows them to discover a wide variety of machine learning approaches, including supervised learning, unsupervised learning, regression, classifications and more.

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Estimated Course Duration

40 Hours

Learners Commitment

8 hours per week

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  • Basics of Machine Learning
  • What and why Machine Learning
  • Applications of Machine Learning
  • Types of Machine Learning
  • Main Challenges of Machine Learning
  • Introduction to Scikit Learn
  • Features of Scikit Learn
  • Conventions
  • Implementation Steps
  • Vectors (2D,3D)
  • Dot Product
  • Hyperplane
  • Square, Rectangle
  • Hypercube
  • Data Types and its Measures
  • Random Variables,its Application with Variables
  • Probability Application with Examples
  • Probability Distribution with Examples
  • Sampling Funnel-why and how
  • What is Statistics
  • Basic Terminologies in Statistics
  • Types of Statistics
  • Descriptive Statistics
  • Measure of Central Tendency (MEAN, MEDIAN, MODE)
  • Measures of dispersion (Variance,Standard Deviation,Range-its derivation)
  • Measures of Skewness & kurtosis
  • Inferential Statistics
  • Is Your Data Clean?
  • What is Data Pre-processing?
  • Data cleaning Techniques
  • Introduction
  • 2D Scatter-plot
  • 3D Scatter-plot
  • Pair plots
  • Univariate, Bivariate and Multivariate
  • Histogram
  • Box-plot
  • Variance, Standard Deviation
  • Median
  • IQR ( InterQuartile Range)
  • Introduction
  • Need for Feature Engineering in Machine Learning
  • Steps in Feature Engineering
  • Feature Engineering Techniques
  • Confusion Matrix
  • ROC Curve
  • Cross Validation in Machine Learning
  • K fold Cross Validation & Grid search
  • Linear Regression - Mathematical Intuition
  • Programming of Linear Regression in Python-Scikit Learn
  • Cross Validation in Machine Learning
  • K fold Cross Validation & Grid search
  • Difference between Regression and Classification
  • Various Algorithms in Classification
  • Logistic Regression
  • Unsupervised Learning
  • Types of Unsupervised Learning
  • Applications of Unsupervised Learning
  • Introduction to Clustering Algorithms
  • Types of Clustering Algorithms
  • What is K-Means Clustering?
  • Implementation of K-Means Clustering
  • Improving Models
  • What is Association Rule Mining?
  • Algorithms in Association Rule Mining
  • Implementation of Apriori in Python



Professional Certificate From EarlyRise

On successful Course Completion, participants will receive a certificate from EarlyRise. EarlyRise certificate is highly recognized.

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Payment Method

Candidates can pay the program fee through Netbanking, Credit/Debit cards, Cheque or DD

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Career Service

Mock Interview Preparation

EarlyRise has collaborated with industry experts to ensure you can get through the interview preparation just like the real ones.This service is free of cost for Cloud and Program.

Resume Building

Recommendation to make your resume stand out in the crowd. Qualitative feedback to customize your existing resume to nail the job you desire.

One on One Career mentoring

One-on-One sessions with personalized attention with highly experienced industry professionals to guide you on the career path that's just right for you. Precise suggestions on setting achievable short and long term goals.

Does this sound interesting to you ?

Our team will be happy to assist you make the right decision

Why Machine Learning with Python Training from EarlyRise?

Industry Recognised Certification

EarlyRise Training Certificate

Certificate of Completion

Hands-On Project Based

Industry-Relevant Use Cases

Practical based training approach

Learn from experts active in their field

Leading industry professionals who bring current best practices and case studies to sessions that fit into your work schedule.

Nominal Course Fee

Our Course fees are very nominal and competitive. We provide Scholarship up to 50% time to time for eligible candidates.


All classes conducted by Expert Faculty and Industry Experts.

Yes, If you are looking for free resources then read our blogs and posts from EarlyRise.

Professionals seeking a good career can start learning this course.

Yes, sure. At the end of this course you will get a course completion certification from EarlyRise which is so beneficial for you.

Yes Definitely!
In between the course journey, you will be asked to do many assignments and homework related to your course and its useful for interview time.

Totally 40 hrs.
The total course duration will be 40 hrs but there is no rush to complete the course

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Salient Features of the Course

  • Upgrade to a technically newer you with our comprehensive course
  • Balanced pace of training to assist your learning along with your job
  • Get the best of both worlds – Top Academedicians and Subject Matter Experts
  • Exhaustive course modules to hone your technical skills needed in the industry
  • Technical Team’s assitance to resolve your queries