Machine Learning Training in Gurgaon , Machine Learning Online Training Course in Gurgaon, Machine Learning Online Training Institute in Gurgaon, Machine Learning Online Training
Are you interested in learning Machine Learning? Do you find the Machine Learning field – an interesting career to move ahead in your future? If yes, then here we are going to give you the complete guide in detail and also the importance of Machine learning training in Gurgaon.
Machine Learning Course in Gurgaon by CETPA Infotech has been specially designed to make a candidate or professional expert in the Machine learning field. The course aims to focus on a number of desired ML concepts that include the basics of Artificial Intelligence and numerous other technologies that can teach an individual entire detailed knowledge from Basic to Advanced levels.
Trainers who provide Machine Learning Certifications in Gurgaon will provide the vast knowledge to deal with a number of master concepts and techniques. The training in ML will include logical, mathematical, and other types of learning such as supervised and unsupervised learning to develop a number of algorithms in the mind of a Machine Learning Engineer.
Why Should an Individual Join Machine Learning Training in Gurgaon?
Having knowledge in the field of Machine learning will help you grow exponentially in this IT field. Since a wide range of Machine learning opportunities is growing day by day and in the upcoming decade also, ML is going to learn a number of things that help it to grow immensely and rapidly.
Even the Machine learning online course has been designed and developed in such a way that provides the candidates perspective and immense knowledge and also trains them in a way that will meet the industry demands and requirements.
This Machine learning Course in Gurgaon has a number of objectives that are:
- Include a number of effective and in-built components that match the industry standards and innovations.
- Different types of AI algorithms have been included in ML and converted into meaningful information.
- Machine Learning online course will help you to clear your concepts that include vector algorithms, regression analysis, and other high-quality concepts.
- Will teach you how to use Python along with Machine learning and how to develop, design, and deploy the code to carry out the respected output.
- Include the concept of designing an artificial neural network and managing data using R programming language.
Growth You Will Get By Enrolling in Machine Learning Training in Gurgaon:
At CETPA Infotech, we will help you to learn a number of concepts and strategies from scratch to an advanced level. When you reach the advanced stage, you will start learning the concepts practically. Having a clear understanding and practical knowledge in the Machine Learning field will make you grow immensely and reach a better level. Also,
- Helps you to get an immense number of opportunities in the field of Machine learning with more established, and competent knowledge.
- Go for a Global certification program that includes theoretical as well as practical questions and can help you to grow immensely.
- Practical skills for the future-ready career and other fundamental skills that meet the industry demands
- Give you a better idea of all the ML concepts and other roles and responsibilities that a machine learning engineer should know.
- How to design a neural network and use Python and R programming languages.
Not only these but you will get a number of major advantages to upskill your career once you join the Machine Learning certification program in Gurgaon.
Why Should You Join CETPA For a Machine Learning Course?
- CETPA has a tie-up with a topmost MNCs
- Provides Machine learning online training
- Give Machine learning online course with Python
- Hands-on live projects
- Clear-cut knowledge of all the ML concepts
- Trainers having 7+ years of experience
- Regular coordination to solve doubts and other queries.
- Global Certification can be accepted nationally as well as internationally
- Machine Learning Online Class to solve issues
MODULE-1 MACHINE LEARNING
- Introduction to ML
- What is ML? Why ML?
- Introduction to Supervised ML
- Introduction to Unsupervised ML
- Difference Between AI|DLIML
- Application and Use.
MODULE-2 TOOLS REQUIRED FOR DEVELOPMENT – ANACONDA, JUPYTER NB/GOOGLE COLAB/SPYDER
- ML libraries
- NumPy: Introduction to NumPy
- pandas: Introduction| Data Frame/ Loading datasets /Loading data from database/ pandas Operation.
- Matplotlib: Introduction Line Chart Pie Chart| Scatter Plot /Bar chart |Histogram.
- Sklearn:: Introduction|Sklearn-API|
- ML Glossary
- Variable types, k-fold CV, AUC, F1 score, Overfitting/Underfitting,
- Generalization, ROC|Confusion matrix
- Mathematical Background for ML- Matrix ops Probability Theory (Bayes’ Theorem)
- Statistical knowledge for ML- Mean, Median, Mode, Z-scores, bias -variance dichotomy Exploratory Data analysis using Visualisation Scikit-learn Library for ML Code Exercises
MODULE-3 STEPS OF MACHINE LEARNING
- Data Collection. The quantity & quality of your data dictate how accurate our model is….
- Data Preparation. Wrangle data and prepare it for training Data wrangling using Pandas |Pre-processing
- data and feature engineering| Data split
- Choose a Model.
- Train the Model….
- Evaluate the Model….
- 6- Parameter Tuning] hyper parameter training
- Make Predictions.
MODULE-4 SUPERVISED LEARNING
- Introduction /Maths behind Supervised Machine Learning and Algo.
- Linear Regression
- Multi-Linear Regression
- Decision Tree Regressor
- Support Vector Regressor
- Logistic Regression
- KNN-K Nearest Neighbours
- Support Vector Classifier(SVM-SVC)
- Decision Tree Classifier(DTC)
- Random Forest
- Naïve Bayes
- Ensemble Learning
MODULE-7 UNSUPERVISED MACHINE LEARNING
- Introduction: Mathematics behind Clustering
MODULE-8 K-MEANS CLUSTERING
- Implementation of K-mean Clustering
- Implementation of H-clustering
- Code Exercises
MODULE-10 ASSOCIATION RULE:
- Apiori rule
MODULE-11 DIMENSIONALITY REDUCTION
- Principle Component Analysis (PCA).
MODULE-12 CAPSTONE PROJECT
- IBM ATTRITION RATE PREDICTION USING MACHINE LEARNING
- COVD-19 PATIENT OUTCOME PREDICTION USING ML
- ESTIMATE THE ONLINE SALES OF A E-COMMERCE RETAIL FIRM USING ML
- GUI BASED MACHINE LEARNING APPLICATION TO CLASSIFY THE PLANT SPECIES OF IRIS FLOWER
- PREDICT THE CHURN RATE IN A TELECOM COMPANY USING ML
- MALL CUSTOMER SEGMENTATION USING ML
- MARKET BASKET ANALYSIS AND ASSIT A SHOPPING MALL TO STACK PRODUCT
- PREDICT AND ESTIMATE CAR RE-SALE VALUE USING MACHINE LEARNING
- WORKING ON INBULIT DATASETS
- PREDICTION! CLASSIFICATION OF HANDWRITTEN DIGITS
Mode/Schedule of Training:CETPA, The Best Machine Learning Training Institute in Delhi NCR offers courses in following modes.
|Delivery Mode||Location||Course Duration||Schedule (New Batch Starting)|
|Classroom Training (Regular/ Weekend Batch)||*Noida/ Lucknow *Dehradun /Roorkee||4/6/12/24 weeks||New Batch Wednesday/ Saturday|
|*Instructor -Led Online Training||Online||40/60 Hours||Every Saturday or as per the need|
|*Virtual Online Training||Online||40/60 Hours||24x7 Anytime|
|College Campus Training||India or Abroad||40/60 Hours||As per Client’s need|
|Corporate Training (Fly a Trainer)||Training in India or Abroad||As per need||Customized Course Schedule|