Mastering Machine
Learning
Course for
the Industry

Mastering Machine Learning
under the Certified AI & ML Black Belt Plus Program

  • Learn Python from basic to advanced in this Machine Learning Course
  • Solve real-world Machine Learning Projects
  • Mentorship for Machine Learning Interview
  • Applied Machine Learning Course that prepares you for the industry.
  • Get a Machine Learning Certification from Analytics Vidhya
For Enquiries:

+91 8368808185

Why get a Machine Learning Certification?

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  • Machine Learning is reshaping and revolutionizing the world and disrupting industries and job functions globally. It is no longer a buzzword - many different industries have already seen disruptions from Machine Learning. And all of them are searching for candidates with credible Certification from a good Machine Learning Course
  • In this age of machine learning, every aspiring data scientist is expected to upskill themselves in machine learning techniques & tools and apply them to real-world business problems. And there is nothing better than the Applied Machine Learning Course for Beginners with certification from Analytics Vidhya
  • Machine Learning is disrupting the future. Are you ready for it?

About the Machine Learning Course

Get ready to to begin your journey with the best Machine Learning Course for beginners in the town-

About the Machine Learning Course for beginners under the Certified AI & ML Blackbelt Plus Program

This Machine Learning course for beginners provides you all the tools and applied machine learning techniques you need to solve business problems. We will cover the basics of machine learning, how to build machine learning models, improve and deploy your machine learning models as a part of this Machine learning certification under the Certified AI & ML Blackbelt Plus Program

Learning objectives of this Applied Machine Learning Course for beginners

This Applied Machine Learning course is a treasure house of all ML concepts under one roof. You will be learning the following things in this course-

  • Understand how Machine Learning and Data Science are disrupting multiple industries today
  • Linear, Logistic Regression, Decision Tree and Random Forest algorithms for building machine learning models
  • Understand how to solve Classification and Regression problems in machine learning
  • Ensemble Modeling techniques like Bagging, Boosting, Support Vector Machines (SVM), and Kernel Tricks.
  • Learn dimensionality reduction techniques like Principal Component Analysis (PCA) and t-SNE
  • Evaluate your machine learning models and improve them through Feature Engineering
  • Learn Unsupervised Machine Learning Techniques like k-means clustering and Hierarchical Clustering
  • Learn how to work with different kinds of data for machine learning problems (tabular, text, unstructured)
Which skills will I gain after this Applied Machine Learning Course?

By the end of this machine learning certification, you will become an expert in the following-

  • Python for Machine Learning and Data Science
  • Statistics
  • Data Visualization and Exploratory Data Analysis
  • Machine Learning Algorithms (Regression, Decision Trees, Random Forest, Clustering SVM)
  • Ensemble Modeling (Bagging, Boosting, Support Vector Machines (SVM) and Kernel Tricks)
  • Dimensionality Reduction(PCA)
What are the prerequisites for this Machine Learning Course for beginners?

This Machine Learning certification requires no prior knowledge about Data Science or any tool.

Who is this Machine Learning Course for?

This Machine learning certification has been designed for all Machine Learning enthusiasts from all walks of life. So even if you are a Machine learning beginner, there is nothing to worry about. We have curated all the content for each course in a way that’s easy-to-digest for people coming from a non-technical and non-machine learning background as well. The AI & ML BlackBelt Plus program is one of the best machine learning (python) courses available in the industry.

I want to learn and master Machine Learning. Is this Applied Machine Learning Course for me?

Yes. This data science and machine learning course is for people who want to start their journey in Machine Learning and go from beginner to advanced in the field of data science. The AI andML Blackbelt Plus course consists of all the modules that you will ever need to become a successful Machine Learning Engineer or a Data Scientist.

How Can You Excel in Machine Learning?

You don’t need a PhD to master the art of Machine Learning. Although you must be aware of the important topics mentioned here -

  • Python Programming Language
  • EDA and Statistics
  • Knowledge of Tools like Pandas, NumPy, Scikit Learn, and more
  • Data Visualization
  • Machine Learning Algorithms - Basic to Advanced
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Certified AI & ML
BlackBelt Plus
Program

Power ahead in your AI & ML Career
  • 1:1 Mentorships with Industry Practitioners
  • Comprehensive & Personalised Learning Path
  • Dedicated Interview Preparation & Support

How BlackBelt Plus Machine Learning Certification prepares you for a Career in ML?

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1:1 Mentorship with Industry Practitioners

  • 75+ Mentorships
  • Get clarity on each and every ML concept in this Machine Learning course
  • Get personalised recommendations for career in NLP
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Comprehensive & Personalised ML Learning Path

  • Cutting Edge Machine Learning Curriculum
  • Work on Real Life NLP Projects
  • Personalised for your goals
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Prepares you for Machine Learning Jobs

  • Learn industry Relevant Machine Learning Skills
  • Build your Profile
  • Resume and Interview Preparation

What will you learn in this Machine Learning Course?

This Online Machine Learning course for beginners under the AI and ML Blackbelt Plus program will provide you with the knowledge of tools and techniques to master Machine Learning using python. Here’s what you will learn in the Machine Learning certification -

  • Understand how Machine Learning is disrupting multiple industries
  • Basic Machine Learning algorithms.
  • Solve Classification and Regression problems in machine learning
  • Master advanced Ensemble Modeling techniques
  • Learn dimensionality reduction techniques
  • Machine Learning Model evaluation & Feature Engineering
  • Unsupervised Machine Learning Techniques
  • Work with different kinds of data for machine learning problems

Succeed with 1:1 Personalised Mentorship

Succeed with Personalised Roadmap

Get a personalised roadmap to succeed in your NLP career

1:1 Mentorship with Industry Practitioners
  • 75+ Mentorship calls
  • Rating - 4.92 / 5.00
  • Doubts and Queries - Technical
  • Industry Experienced Mentorsa
Assistance in Job Preparation

Mentors to guide you how to get your dream job

  • Resume & Interview Preparation
  • Profile Building - Linkedin , Github , Analytics Vidhya Community
  • 2 Mock Interviews

What does it mean to be BlackBelt Plus Certified?

BlackBelt Plus Certified Data Scientists can create cutting edge solutions and become pioneers in the space of Artificial Intelligence, pioneers who will develop AI Applications that will revolutionize life as we know it.

  • Mastery in 15+ Tools
  • Expertise in Data Science, Machine Learning & Deep Learning Subjects
  • Ability to solve real world industry problems

Curriculum

14+ Modules starting from basics like Excel to the most cutting edge techniques of Machine Learning, Deep Learning and NLP required by every data scientist

Deep Learning
5 Project 4 Assignment

Important concepts of Deep Learning

Working of Neural Network from Scratch

Activation Functions and Optimizers for Deep Learning

Understand Deep Learning architectures (MLP, CNN, RNN and more)

Explore Deep Learning Frameworks like Keras and PyTorch

Learn to tune the hyperparameters of Neural Networks

Build Deep Learning models to tackle real-life problems

Computer Vision using PyTorch
8 Project 4 Assignment

Get familiar with the world of Computer Vision

Transfer Learning for Computer Vision

Work with popular Deep Learning Framework - Pytorch

Learn State-of-the-art Algorithms like YOLO, SSD, RCNN and more

Work on different types of problems

Build Face Detection and Pose Detection Models

Advanced CV Problems like Image Segmentation and Image Generation

Understand how GANs work

Getting started with Natural Language Processing
7 Project 3 Assignment

Handling Text Data (Cleaning and Pre-processing)

Use Spacy, Rasa and Regex for exploring and processing text data

Information Extraction and Retrieval from text-based data

Understand Language Modelling

Learn Advanced Feature Engineering techniques

Build NLP models for Text Classification

Understand Topic modelling

Work on Industry Relevant Projects

NLP using Deep Learning
5 Project 2 Assignment

Understand the concept of Sequence-to-Sequence Modeling

Build a Deep Learning Model for Language translation in PyTorch

Learn to use Transformers library by Huggingface

Use Transformers to perform transfer learning in NLP

Build and Deploy your own chatbot

Learn to work with audio-based data

Build a voice assistant system using Deep Learning

Recommendation System
3 Project 1 Assignment

Recommender Systems in industry

Detailed Taxonomy of types of Recommender Systems

Collaborative Filtering Methods

Content-Based Recommender Systems

Knowledge-Based & Hybrid Recommender Systems

Market Basket Analysis & Association Rules

Evaluation of Recommender Systems

Build Book recommender System and other real-life projects

Time Series
3 Project 1 Assignment

Important concepts of Time Series Forecasting

Machine Learning techniques for Time Series forecasting

Validation techniques for Time series data

Framework to evaluate Time Series Models

Exponential Smoothing Methods for forecasting

Reading ACF and PACF plots

Tuning Parameters for ARIMA

ARIMA and SARIMA Model

Deep Learning for time series

Solve Real-world business problems

Career-oriented services and Data Science Interviews

Understanding the different roles in Data Science

Dos and Don'ts for Resume Building

Tips and strategies to build the perfect resume

Preparing for Data Science Interviews

Understanding the important skills required

How to build your digital Presence

Tips and Tricks to Ace Data Science Resume

List of Interview Questions for Data Science

Data Science Tool Kit
2 Project 3 Assignment

The very first module of the applied machine learning course for beginners will introduce you to Excel, SQL Python for Data Science

Data Exploration and Statistical Inference
3 Project 4 Assignment

Your ML journey will then continue to data visualization, univariate and bivariate analysis, hypothesis testing and insight generation. The applied machine learning course will teach you all of this in python

Storytelling and Dashboarding
2 Project 9 Assignment

Stakeholders do not want your ML model. They want the insights so as to make the decision. Hence, this applied machine learning course also includes creating data stories and story boarding in tableau.

Problem Formulation and Communication
0 Project 3 Assignment

This section will introduce you to Dealing with ambiguous business problems, Structuring a business problem into a data science problem, Understanding the Machine Learning Lifecycle Key Frameworks for each stage in ML Lifecycle etc.

Basic Machine Learning
4 Project 1 Assignment

This section of the Machine Learning Training will introduce you to Perform data cleaning and Preprocessing, In-depth understanding of Basic ML models, Linear Models, Decision Tree, k-NN, Math Behind each Machine Learning Algorithms, Building Classification and Regression Models, Hyperparameter Tuning to improve model, and Solving real-world business problems using Machine Learning

Feature Selection and Engineering
2 Project 0 Assignment

Learn the art of Feature engineering, Feature Generation from time-series data, Automated Feature Engineering Tool, Concept of dimensionality reduction, Feature Selection and Elimination Techniques, Detailed Understanding of Principal Component Analysis (PCA), Concept of Factor Analysis

Advanced Machine Learning
4 Project 1 Assignment

The last section of this Machine Learning training includes- Exploring the Advanced ML concepts and Algorithms, Use Ensemble Learning Techniques (Stacking and Blending), Understanding and Implement Bagging and Boosting Algorithms, Learn to handle Text data and Image Data,Working with structured and unstructured data, Dealing with unsupervised learning problems, and Clustering Algorithms including k-means and Hierarchical clustering

    Overall BlackBelt Plus Stats:
  • 39+ Projects
  • 100+ Hours
  • 14+ Tools
  • 35+ Assignments
  • 75+ Mentorship Sessions

Tools You will Master in AI & ML BlackBelt Plus

Machine Learning Course Tools Pandas
Machine Learning Course Tools Numpy
Machine Learning Course Tools Scikit-learn
Machine Learning Course Tools Matplotlib
Machine Learning Course Tools Seaborn
Machine Learning Course Tools Keras

Reinforce Your learnings with 50+ projects

Doing projects is one of the most essential step to apply your learning and showcase in your resume.
Writing code is one thing but writing it efficiently, well that requires practice.
Machine Learning Course Projects NYC Taxi Trip Duration Prediction

NYC Taxi Trip Duration Prediction

Learning Objectives:

Understand the importance of Data Exploration Learn the power of Feature Engineering to improve your models.

Business Solving Similar Problems:

Uber, Lyft, Ola

Machine Learning Course Projects Customer Churn Prediction

Customer Churn Prediction

Learning Objectives:

Perform Data Exploration to understand relationship between variables Learn to implement Machine Learning Models

Business Solving Similar Problems:

Various Banking Institutions

Machine Learning Course Projects Webpage Classification

Webpage Classification

Learning Objectives:

Working with Text Data Cleaning and Preprocessing text corpus Implementing ML Models for text classification

Business Solving Similar Problems:

Various Banking Institutions

Machine Learning Course Projects Malaria Detection from blood cell Images

Malaria Detection from blood cell Images

Learning Objectives:

Working with Image Data Implementing Deep Learning Models for Image Classification

Business Solving Similar Problems:

Healthcare Industry

Industry Experts & Mentors for the Machine Learning Course

kunal jain

Kunal Jain

Founder & CEO, Analytics Vidhya
sunil ray

Sunil Ray

Chief Content Officer at Analytics Vidhya
anand mishra

Anand mishra

Head Of Engineering at Analytics Vidhya
pranav dar

Pranav Dar

Sr Editor & Data Scientist at Analytics Vidhya

Hear from our Students

Mentors are experienced in the industry that I work in and are helpful in highlighting trends and emphasised courses in the blackbelt that would be most useful for my upskilling/development

Liked the personalised approach and clear specific recommendations on improvement and future course of action for me. Excited to keep learning and growing with Analytics Vidhya! Thanks!

Start your journey to success with a personalised Roadmap

It will be personalised after your first mentorship call
roadmap_image

Program Fees

1:1 Personalised Attention

  • Personalised Success Roadmap
  • 75+ Technical mentorship sessions
  • 3 Industry mentorship sessions
  • 3 mock interviews

Comprehensive Curriculum

  • 100+ Learning Hours
  • Work on 39+ Real-world Projects
  • Master 14+ Cutting Edge Tools

Go from Beginner to Master

  • No pre-requisites required
  • Work on NLP and Deep Learning Projects
One time Payment
₹54,999(Inclusive of taxes)
Start your BlackBelt Plus Learning with
₹5499
per month with 0% Interest EMI.
Get in Touch with Learning Counselor

Avail education loans at 0% interest rate* with our corporate financial partners

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Machine Learning Online Certification

Earn your AI & ML Blackbelt Plus Program Certificate

Our AI and Machine Learning training is exhaustive and this certificate is proof that you have taken a big leap in mastering the domain.

Differentiate yourself with an AI Certificate

Machine Learning skills you've gained working on projects, simulations, case studies will set you apart and ahead in the industry.

Share your achievement

Talk about your Blackebelt Plus certification on social media and boost your resume.

Certificate
moneyback

Money Back Guarantee!

BlackBelt Plus program comes with 7 days no questions asked Money back Guarantee. If the program is bought in pre-launch offer or on discounted price, then the fee paid is non-refundable. For more T&C, click here

Frequently asked Questions

Top Questions

What skills do I require to get a job in the domain of machine learning?
The AI and ML Blackbelt Plus program consists of all the necessary modules that will help you land a job in the ML domain. You need to have a hands-on experience in the following tools - Python Python Pandas NumPy Matplotlib Seaborn Scikit-learn
What is the average salary of a Machine Learning Engineer?
According to Glassdoor, the average salary of a beginner data scientist (ML) is a whopping 7.5 Lacs/year. The AI and ML Blackbelt Plus is the perfect program to land your dream job in the Machine Learning domain.
What does a professional in machine learning do?
Data Science is an amalgamation of Statistics, Computer Science and specific domain knowledge. As more and more data gets generated across the world, we need to leverage it to make decisions and improve them. A data scientist performs operations on the data provided to analyze and interpret it.
When will the classes be held in these courses?
These are all self-paced courses which you can take any time at your convenience over the next 18 months after your enrollment.
Do I need to install any software before starting each course?
You will get information about all installations as part of the courses
What is the refund policy?
The fee for this certified program is refundable within 7 days of your purchase. Kindly let us know your desire for a refund by filling in this form. Upon refund, you would be unenrolled from the courses and the entire amount will be refunde
Who is this program for?
This program has been designed for all Machine Learning enthusiasts from all walks of life. So even if you are a Machine learning beginner, there is nothing to worry about. We have curated all the content for each course in a way that’s easy-to-digest for people coming from a non-technical and non-machine learning background as well. The AI & ML BlackBelt Plus program is one of the best machine learning (python) courses available in the industry.
I want to learn and master Machine Learning. Is this program for me?
Yes. This data science and machine learning course is for people who want to start their journey in Machine Learning and go from beginner to advanced in the field of data science. The AI andML Blackbelt Plus course consists of all the modules that you will ever need to become a successful Machine Learning Engineer or a Data Scientist.
How many Data Science and Machine Learning courses will I get in this program?
The Online Machine Learning Training under the AI and ML Blackbelt Plus program covers each and every course you will be required to become a successful Certified Machine Learning Engineer or a Data Scientist. In this program, you get 17 modules starting from the fundamentals like Python, Tableau all the way to Deep Learning and Natural Language Processing.
Is this an online program or an offline course?
The AI and ML Blackbelt Plus program is an online certification program that makes you ready for the industry. In this online program, you get 1:1 mentorship sessions, personalized learning path and dedicated interview preparation and support. We don’t provide any physical classroom training in various cities like Gurgaon, Pune, Bangalore, Chennai etc.
What are the job roles I can apply to after this Machine Learning Training?
You can apply for various diverse roles available in the industry. Here are a few of them but not limited to - Machine Learning Engineer Machine Learning Scientist Data Scientist Data Analyst
Do I get a certificate of completion after finishing this machine learning training within the AI and ML Blackbelt Plus Program?
Yes! You will receive the Applied Machine Learning course certificate upon satisfactory completion of the course.
How long can I access the program?
The applied machine learning course duration is 18 months.You will be able to access the course material for eighteen months since the date of your enrollment.
What is the fee of the program?
You can refer to the fee section of the program to know more about the payment plans and understand more about the Machine Learning training fee offered under the AI and ML blackbelt plus program
Along with the Machine Learning training, which all courses will I get in this program?
None
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