Advanced Certification in Machine Learning

Embark on an exhilarating exploration of Machine Learning with NettechIndia's Best Machine Learning Course in Mumbai! Dive into predictive analytics, pattern recognition, and data modeling. Engage in practical projects, guided by industry experts, and unleash the potential to revolutionize industries with intelligent insights. Join us and shape the future today!

machine learning course
Machine Learning Certification
Advance Certification Program in Machine Learning


Are you ready to revolutionize your career with machine learning?

Discover the endless possibilities of machine learning with NetTech India's Advanced Certification in Machine Learning. Strategically located in Thane, Dadar, Andheri, Kalyan and Nerul, our institute offers accessible and affordable training to aspiring machine learning enthusiasts.

With an average salary of INR 14 lakh per annum for machine learning engineers in India (source: TeamLease Digital) and 45,000 high-demand career opportunities currently available, the demand for skilled professionals in this field is soaring. We Prepare You to Become the Machine Learning Expert the Industry Needs!

Who Should Take This Course?

Our Advanced Certification in Machine Learning Course caters to a diverse range of individuals, ensuring that learners of all levels can excel in the field of machine learning. Whether you're a seasoned programmer or a complete beginner, our expert instructors are dedicated to guiding you through the fundamentals and beyond. This course is perfect for:

  • Recent graduates looking to kick-start their career in machine learning
  • Working professionals aiming to transition into the IT industry
  • Individuals eager to enhance their machine learning skills.


Before embarking on this machine learning journey, participants are expected to have :

  • A basic understanding of programming concepts and mathematics.
  • Familiarity with the Python programming language is preferred but not mandatory.
  • Enthusiasm and a passion for learning are the only prerequisites for this course

Program Highlights

Our Advanced Certification in Python for Data Science covers a comprehensive curriculum, ensuring that you gain a deep understanding of key concepts. Here are the program highlights:

  • Comprehensive curriculum covering Fundamentals of machine learning, Statistics, Deep learning and neural networks.
  • Practical training with machine learning frameworks.
  • Earn a Professional Certification in Machine Learning upon course completion.
  • Networking opportunities with industry experts and peers.
  • Access to a range of resources and tools to support your learning journey.

It's time to take the first step towards a rewarding career in machine learning. Enroll now and embark on a transformative learning journey with NetTech India. With our expert guidance, practical approach, and prestigious certification, you'll be well-equipped to succeed in the thriving IT industry. Don't miss out on this opportunity to shape your future in machine learning.

For more information and to enroll, contact us today. Your journey to becoming a machine learning expert starts here.

  • Introduction to Machine Learning
  • Types of Machine learning
  • Data understanding: real-life example
  • Application of Machine Learning
  • Discussion on different packages used for ML
  • Related concepts: Splitting the dataset into train set and test set
  • Practical knowledge of the algorithm on Python

  • Descriptive statistics: Measure of Central Tendency, Measure of Dispersion, Measure of Shape
  • Probability and sampling: Conditional probability, Bayes theorem
  • Probability Distribution
  • Use Column Heading Defaults
  • Hypothesis Test

  • Numpy
  • Pandas
  • Matplotlib
  • Seaborn

  • Introduction to Graphs
  • Description about data
  • Visualisation
  • Data cleaning

  • Scaling
  • Normaliztion
  • Standardization

  • Linear Regression Technique
  • Dataset with problem description
  • Non- Linear Regression Techniques
  • Logistic Regression Technique

  • K-Nearest Neighbors
  • Concept and theory
  • Distance functions: Euclidean, Minkowski
  • Why should we use KNN?
  • Mathematical approach
  • Dataset with problem description
  • Practical application on Python

  • Support Vector machine
  • Introduction to Support Vector Machine
  • Mathematical Approach
  • Theory on hyperplane
  • Dataset with problem description
  • Practical application on Python

  • Introduction to Decision Tree
  • Significance of using Decision Tree
  • Different kinds of Decision Tree
  • Procedure and technique of Decision Tree
  • Practical application of Decision Tree on Python

  • Random Forest
  • Theory and mathematical concepts
  • Entropy and Decision Tree
  • Dataset with problem description
  • Classification using random forest on Python

  • Introduction of Naïve Bayes
  • Theory of classification
  • Concept of probability: prior and posterior
  • Bayes Theorem
  • Mathematical concepts
  • Limitation of Naïve Bayes
  • Dataset with problem description
  • Practical application on Python

  • Introduction of clustering
  • K-mean clustering
  • Hierarchical Clustering
  • Dataset with problem description
  • Practical application on Python

  • Gradient descent
  • Stochastic GradientDescent
  • Gradient boosting
  • Types of boosting
  • Bootstrapping
  • Practical application on Python

  • Linear Discriminant Analysis (LDA)
  • Principal component Analysis (PCA)
  • Business case study

  • Introduction to time series
  • Components of Time Series: Trend, Seasonal, Cyclical
  • Types of Forecasting methods: Autoregressive Model, Moving Average Model, Autoregressive Integrated Moving Average Model, Seasonal Autoregressive Integrated Moving Average Model
  • Practical application on Python
Why Choose NetTech India?

NetTech India stands out as the premier choice for machine learning training in mumbai, offering several advantages that set us apart from the rest:

Expert Guidance

At NetTech India, we believe in providing the best learning experience for our students. That's why we have industry professionals with hands-on experience in Machine Learning and A.I. as our instructors. Our experts provide personalized guidance, ensuring that you master complex concepts and feel confident in your abilities.

Practical Approach

Machine Learning is all about practical application, and that's exactly what you'll get at NetTech India. Through hands-on machine learning projects and case studies, you'll gain practical experience that will prepare you for real-world challenges in the field. We believe in learning-by-doing, and our practical approach reflects that.


Upon completion, receive a Professional Certification in Machine Learning, recognized by top companies in the industry, giving you a competitive edge in the job market.

Placement Assistance

Benefit from our comprehensive placement assistance program, connecting you with leading companies and increasing your job prospects.

Flexible Learning

We believe that everyone learns at their own pace, which is why we offer flexible learning options. You can choose from full-time, part-time, or weekend batches to fit your schedule and learning style. We understand that life can be busy, but with NetTech India, you can pursue your machine learning dreams without compromising on your other commitments.

State of the Art Infrastructure

Immerse yourself in our cutting-edge facilities spanning 7000 sq ft at our machine learning training institute in Thane, providing you with the ideal environment for learning and growth.

Our Certification
  • NetTech India
Career Opportunity After Completing Machine Learning Course in Mumbai:
  • Software Engineer
  • Python Developer
  • Research Analyst
  • Data Analyst
  • Data Scientist
  • Software Developer
  • Data analytics
  • Cell and UI development
  • BigData Analyst
  • Business Analyst
  • Data Research Analyst
  • IT Consultant Desktop Application Developer
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