- Graphically Displaying Single Variable
- Measures of Location
- Measures of Spread
- Displaying relationship – Bivariate Data
- Scatterplot
- Measures of association of two or more variables
- Covariance and Correlation
- Probability
- Joint Probability and independent events
- Conditional probability
- Bayes’ Theorem
- Prior, Likelihood and Posterior
- Discrete Random Variable
- Probability Distribution of Discrete Random Variable
- Binomial Distribution
- Continuous Random Variables
- Probability Distribution Function
- Uniform Distribution
- Normal Distribution
- Point Estimation
- Interval Estimation
- Hypothesis Testing
- Testing a one-sided Hypothesis
- Testing a two-sided Hypothesis
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Machine Learning Certification Course
The Machine Learning certification training by Digital Vidya is an ideal course for professionals who want to learn about Machine Learning at an Advanced Level
Online
13 Weeks
₹ 29,990
Quick facts
particular | details | |
---|---|---|
Medium of instructions
English
|
Mode of learning
Self study, Virtual Classroom
|
Mode of Delivery
Video and Text Based
|
Course overview
The Machine Learning Course will help you become a competent Machine Learning Engineer and open a wide range of job opportunities for you. The course covers all the important concepts related to advanced machine learning. The curriculum includes topics like Statistics Fundamentals, Classification, Recommender Systems, and other machine learning relevant topics.
As a part of the Machine Learning course, you will get 39+ hours of live classes, 13 in-depth modules, 4 hands-on projects, access to 50+ placement partners, 1-1 career mentoring, and 13+ assignments. The assignments provided by Digital Vidya will help you become industry-ready.
Additionally, Digital Vidya offers various capstone projects on Machine Learning to provide experience via hands-on and best possible methods. What’s more, candidates can benefit from Digital Vidya’s placement cell, which provides a 100% interview guarantee.
Most importantly, the Machine Learning certification course will equip you with the core skills to master Python and Jupyter notebooks. The skills gained from this course will help you establish your place in the growing Machine Learning job market.
The highlights
- 39+ hours live classes
- Lifetime access to updated content
- 15+ hours of assignments
- Global Trainers
- 4 capstone projects
- 50+ placement partners
- 1-1 Career Mentoring
Program offerings
- Live classes
- Lifetime access to updated content
- 15+ hours of assignments
- Global trainers
- 4 capstone projects
- 50+ placement partners
- One to one career mentoring
Course and certificate fees
Fees information
The Machine Learning course certification fee has two primary elements, namely the course fee and GST. However, the course fee is exclusive of the Vskills certification exam.
Machine Learning Certification Training Programme Fee Structure
Training Course | Fee in INR |
Machine Learning Certification Course | Rs. 29,990 |
GST (18%) | Rs. 5,398.2 |
Amount Payable | Rs. 35,388.2 |
certificate availability
certificate providing authority
Eligibility criteria
Candidates applying for the Machine Learning Course training need to understand Python programming, Algebra, Calculus, and Statistics.
The applicant can acquire two certifications after the course: Digital Vidya’s Machine Learning Certification and Vskills Machine Learning Certification. To receive the first certification, you need to complete all projects and assignments with a minimum of 80% attendance. For the second certification, you need to clear the Vskills examination.
What you will learn
The Machine Learning course certification syllabus will make you capable of the following skills and concepts:
- Know all the theories associated with Statistics Fundamentals
- Be able to use Python for Machine Learning
- Know the theory as well as the practical aspects of Regression
- Learn how to program the best-fit slope and the best fit line
- Understand Classification theories
- Have a thorough understanding of Support Vector Machine
- Be able to explain the concepts associated with Machine Learning-clustering
- Understand Content-based recommender system and Collaborative Filtering
- Have in-depth knowledge of NLP
Who it is for
Machine Learning Course training is ideal for people who want to pursue a career in the Artificial Intelligence industry. The following people can apply for this course:
- Software Professionals
- Data Professionals
- IT Professionals
- ML Engineers
- Students with BE/BTech/MSc/MCA degrees
Admission details
You can enrol in the Machine Learning course classes through the following steps:
Open the official website of Digital Vidya on your browser by clicking on this link https://www.digitalvidya.com/
Next, click on the “Courses” tab, select the “Other courses” option and then, open the “Machine Learning Certification Course”.
Scroll to find the "Enroll Now" tab and click on it.
Enter your details and then choose “Apply Now”.
Pay the fee for the course and submit the application form.
Filling the form
You can apply for the Machine Learning course Certification by Digital Vidya and Vskills in three simple steps. Firstly, fill in your contact details, including your name, email address, and phone number. Next, you need to pay the course fee and finally, submit the application form.
The syllabus
Statistics Fundamentals
Machine Learning with Python
- Applications of Machine Learning
- Python libraries ideal for Machine Learning
- Supervised vs Unsupervised Learning
Regression- Intro and Data
- Regression – Features and Labels
- Regression – Training and Testing
- Regression – Forecasting and Predicting
- Regression – Theory and how it works
- Regression – How to program the Best Fit Slope
- Regression – How to program the Best Fit Line
- Regression – R Squared and Coefficient of Determination Theory
- Model evaluation methods
Classification
- Classification Intro
- Applying K Nearest Neighbors to Data
- Euclidean Distance theory
- Decision Trees
- Regression Trees
- Random Forests
- Boosting Algorithm
- Principal Component Analysis
- Linear Discriminant Analysis
Support Vector Machine Introduction
- Vector Basics
- Support Vector Machine Fundamentals
- Constraint Optimization with Support Vector Machine
- Beginning SVM from Scratch in Python
- Support Vector Machine Optimization in Python
- Visualization and Predicting with our Custom SVM
- Kernels Introduction
- Soft Margin Support Vector Machine
Machine Learning-Clustering Introduction
- Handling Non-Numerical Data for Machine Learning
- K-Means with Titanic Dataset
- K-Means from Scratch in Python
- Finishing K-Means from Scratch in Python
- Hierarchical Clustering with Mean Shift Introduction
- Introduction Naive Bayes Classifier
- Naive Bayes Classifier with Scikit
- Introduction into Text Classification using Naive Bayes
- Python Implementation of Text Classification
Recommender Systems
- Content-based recommender systems
- Collaborative Filtering
Introduction to NLP
- Text Preprocessing
- Noise Removal
- Lexicon Normalization
- Lemmatization
- Stemming
- Object Standardization
- Text to Features (Feature Engineering on text data)
- Syntactical Parsing
- Dependency Grammar
- Part of Speech Tagging
- Entity Parsing
- Phrase Detection
- Named Entity Recognition
- Topic Modelling
- N-Grams
- Statistical features
- TF – IDF
- Frequency / Density Features
- Readability Features
- Word Embeddings
- Important tasks of NLP
- Text Classification
- Text Matching
- Levenshtein Distance
- Phonetic Matching
- Flexible String Matching
- Important NLP libraries
How it helps
The Machine Learning course certification benefits will help you master the two essential tools of Machine Learning – Python and Jupyter notebook. The course covers all the important concepts related to advanced machine learning like Statistics Fundamentals, Classification, Recommender Systems. As a result, the Machine Learning training will help you gain expertise in a highly competitive market.
Moreover, as a professional skilled in Machine Learning, you can expect an annual salary in the range of 5,00,000-12,00,000 INR and work as a Product Analyst, Business Analyst, Data Scientist or a Machine Learning Engineer.
Instructors
Mr Shaheer Ahmad Khan
Europe Researcher
Freelancer
Mr Pritesh Shrivastava
Data Scientist
Flipkart Pvt. Ltd.
Ms Vaishali Garg
Instructor
Freelancer
Ms Shweta Gupta
Instructor
Digital Vidya
Mr Manas Garg
Instructor
Freelancer
Mr Vishal Mishra
CEO and Co Founder
Freelancer
FAQs
The course is for 3-4 months. Additionally, you will have to devote time to case studies and assignments.
As a professional skilled in Machine Learning, you can expect an annual salary in the range of 5,00,000-12,00,000 INR and work as a Product Analyst, Business Analyst, Data Scientist, or Machine Learning Engineer.
The applicant can acquire two certifications after the Machine Learning Certification Programme- Digital Vidya’s Machine Learning Certification and Vskills Machine Learning Certification.
Candidates applying for this course need to have the understanding of Python programming, Algebra, Calculus and Statistics.
Global trainers instruct the online Machine Learning Course.