Placement Provision Program > Pro Degree > Machine learning

Machine learning

Machine learning is the study of computer algorithms that can improve automatically through experience and using data. It is a branch of artificial intelligence (AI) and computer science. It will impact almost every aspect of our daily lives, housing, cars, shopping, food ordering, etc. will all become easier and more efficient with the help of machine learning.

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Why acmegrade?

Live Training sessions

Distinguished Mentors

Internship Experience

Industry Relevant Projects

LMS
Access

Professional Certifications

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Overview of the program

In the past Decade, the growth and implementation of Artificial Intelligence has been immense, one of the major contributors to this has been the study of algorithms, or machine learning. It is an entirely data driven concept that analyses user behavior and business operational patterns regardless of the field it is applied in. With our certification courses you will understand the scope and prospects of Machine Learning, learn how ML is being used in various industries with our internship programs and develop the necessary skills and python programming to become a successful ML Engineer.

Skills Covered arrow

  • Data Wrangling & Exploration
  • Machine Learning Algorithms
  • Statistics
  • Python Programming
  • Natural Language Processing (NLP)

Key Features arrow

  • Interactive Sessions with Distinguished Mentors
  • 200+ Hours of Online Sessions
  • Flexible Payment Model
  • Certifications From Internationally Renowned Universities
  • Practical Exposure Through Industry-Relevant Projects and Internships
  • Mock Test / Mock Interviews to Make you Interview Ready
  • Career Counselling
  • Resume Building Assistance

Curriculum

Introduction to programming

  • Course Introduction
  • Programming Basics

Introduction to Machine Learning

  • Decoding Artificial Intelligence
  • Fundamentals of Machine Learning
  • Types of machine learning
  • Machine Learning Workflow
  • Performance Metrics
  • Supervised vs unsupervised learning
  • Classification vs regression

Machine Learning Algorithms

  • Introduction to machine learning algorithms
  • Types of machine learning algorithms
  • Overview of common algorithms:

  • Linear Regression
  • Logistic Regression
  • Decision Tree
  • SVM
  • Naive Bayes
  • kNN
  • K-Means
  • Random Forest
  • Dimensionality Reduction Algorithms
  • Gradient Boosting algorithms

Natural Language Processing

  • What is natural language?
  • Natural Language Toolkits (NLTK)
  • Stopwords
  • Stemming
  • Lemmatization
  • What is sentiment analysis?
  • Native and bayes

Introduction to Python

  • Python Basics
  • Python Data Structures
  • Python Programming Fundamentals
  • Working with Data in Python

Pre-processing

  • What is pre-processing?
  • Preprocessing with python
  • Importing a dataset in python
  • Resolving missing values
  • Managing category variables
  • Testing datasets
  • Normalizing Variables

Regression

  • What is regression in machine learning
  • Simple linear regression
  • Multiple linear regression
  • Decision trees
  • Random Forest

Statistics

  • Probability & distribution
  • Central limit theorem
  • Hypothesis testing
  • Categorical data

Classification

  • kNN introduction
  • kNN practical
  • SVM introduction
  • SVM practical
  • Decision tree classifier and random forest classifier in python

Projects

Our Real- Time projects help you gain knowledge and enhance your skills.

Certfications

On completion of a program each participant gets a course completion, internship and outstanding performance certificates.

Course Completion Certificate is awarded to you for the dedication and time you have provided to learn and enhance your skills during your training.

Internship Completion Certificate is awarded to you after gaining practical exposure and work experience by successful completion of the capstone projects.

Outstanding Performer Certification is awarded to the extraordinary students who have performed exceptionally well during the training and internship periods.

9 / 10 of our learners achieve their learning objectives after successful course completion.

Affordable and student friendly prices.

GOLD

₹25000

  • Course Duration : 4 months
  • Live classes : 60 Hours
  • Video Content : 70 Hours
  • 2 Major + 2 Minor Projects
  • Program Completion Certificate
  • Co-branded internship Certificate*
  • 100% Job Assistance (T&C Applied)
  • 100% Paid Internship* Post Complition of Program* ( T&C Applied)

PLATINUM

₹30000

    • Course Duration : 6 months
    • Live classes : 100 Hours
    • 4+ Hrs of Live Sessions
    • Video Content : 70 Hours
    • 3 Major + 2 Minor Projects
    • Program Completion Certificate
    • Co-branded internship Certificate*
    • 100% Job Assistance (T&C Applied)
    • 100% Paid Internship* Post Complition of Program* ( T&C Applied)

TESTIMONIALS

Our Student Testimonials

Our Alumni Work At

Our alumni are already starting to make waves in their industries. Our former students are already working in high-profile industries and are shaping our futures.

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Frequently
Asked
Questions.

01What kind of certification will I get?

Upon completing your course, you will get certifications from internationally renowned universities relevant to your chosen field.

02Will I get placed after completing this course?

Yes. At Acmegrade our focus is making sure our students are industry ready. Not only will you possess the requisite knowledge and skill, but you will also have prior exposure before the employment process with our program. Additionally, we will give you all the necessary support including interview training, career counselling and resume building assistance. Our mentors work hand in hand with our placement team to make sure you get the perfect hob for you.

03How is the job guarantee program different from your other courses?

The fundamental principles behind our teachings are the same. However, the job guarantee programs are a more advanced training regiment with the goal of having our students ready to join the workforce in all facets. This program also comes with professional support, counselling and guidance as well as assistance in resume building. Our team at Acmegrade will make sure that you get your start in the career of your choice.

04Will this program guarantee me a job?

Yes. At Acmegrade our focus is making sure our students are industry ready. Not only will you possess the requisite knowledge and skill, but you will also have prior exposure before the employment process with our program. Additionally, we will give you all the necessary support including interview training, career counselling and resume building assistance. Our mentors work hand in hand with our placement team to make sure you get the perfect job for you.

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