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About Machine Learning Training Course in Noida:
Know about machine learning and all its implementation strategies in the real-world. Our machine learning course in Noida is prepared to offer you the most advanced support for learning this advanced technology in very easy manners. So, get into the field of machine learning and see how it will facilitate you.
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Looking for the best Machine learning training? Get if from DEW!
We are here with our excellent and highly innovative training course for machine learning. The purpose of this course is to give you the ability to understand and present the data using machine learning. Also, the students will learn about the uses of machine learning in the field of big data, business predictions, etc. This machine learning training in Noida will give you the most advanced support to properly understand all the concepts of Machine learning and their applications in the real world. With our highly advanced infrastructure and experienced staff, we provide the most effective and in-depth training support at the most affordable prices.
Advantages of our Machine Learning Training in Noida:
- Dedicated doubt clearing sessions
- Work on real-life industry projects
- Lots of hands-on exercises
- Learn from the industry experts
- Job-oriented training with certification
- Placement Assistance
MACHINE LEARNING COURSE IN Noida: Course Curriculum
- What is data science and why is it so important?
- Applications of data science
- Various data science tools
- Data Science project methodology
- Tool of choice-Python: what & why?
- Case study
- Installation of Python framework and packages: Anaconda & pip
- Writing/Running python programs using Spyder Command Prompt
- Working with Jupyter notebooks
- Creating Python variables
- Numeric , string and logical operations
- Data containers : Lists , Dictionaries, Tuples & sets
- Practice assignment
- Writing for loops in Python
- While loops and conditional blocks
- List/Dictionary comprehensions with loops
- Writing your own functions in Python
- Writing your own classes and functions
- Practice assignment
- Summarising numeric data in pandas
- Summarising categorical data
- Group wise summary of mixed data
- Basics of visualisation with ggplot & Seaborn
- Inferential visualisation with Seaborn
- Visual summary of different data combinations
- Practice assignment
- Introduction to NumPy arrays, functions & properties
- Introduction to Pandas & data frames
- Importing and exporting external data in Python
- Feature engineering using Python
- Linear Regression
- Regularisation of Generalised Linear Models
- Ridge and Lasso Regression
- Logistic Regression
- Methods of threshold determination and performance measures for classification score models
- Case Study
- Introduction to decision trees
- Tuning tree size with cross validation
- Introduction to bagging algorithm
- Random Forests
- Grid search and randomized grid search
- ExtraTrees (Extremely Randomised Trees)
- Partial dependence plots
- Case Study & Assignment
- Concept of weak learners
- Introduction to boosting algorithms
- Adaptive Boosting
- Extreme Gradient Boosting (XGBoost)
- Case Study & assignment
- Converting business problems to data problems
- Understanding supervised and unsupervised learning with examples
- Understanding biases associated with any machine learning algorithm
- Ways of reducing bias and increasing generalisation capabilites
- Drivers of machine learning algorithms
- Cost functions
- Brief introduction to gradient descent
- Importance of model validation
- Methods of model validation
- Cross validation & average error
- Introduction to idea of observation based learning
- Distances and similarities
- k Nearest Neighbours (kNN) for classification
- Brief mathematical background on SVM/li>
- Regression with kNN & SVM
- Case Study
- Need for dimensionality reduction
- Principal Component Analysis (PCA)
- Difference between PCAs and Latent Factors
- Factor Analysis
- Hierarchical, K-means & DBSCAN Clustering
- Case study
- Gathering text data using web scraping with urllib
- Processing raw web data with BeautifulSoup
- Interacting with Google search using urllib with custom user agent
- Collecting twitter data with Twitter API
- Naive Bayes Algorithm
- Feature Engineering with text data
- Sentiment analysis
- Case study
- Need and Importance of Version Control
- Setting up git and github accounts on local machine
- Creating and uploading GitHub Repos
- Push and pull requests with GitHub App
- Merging and forking projects
- Introduction to Bokeh charts and plotting
- Examples of static and interactive data products
- Case study
Average Salary of ML PROFESSIONAL is increasing by 130% Every Year Globally
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Weekdays Training Program
- 4 Days in a Week
- 2 hours class
- Discussion on LIVE projects
- Assignments for Weekly Test
Weekend Training Program
- Saturday/Sunday Classes
- 3 hours class
- Discussion on LIVE projects
- Assignment for Monthly Test
Quick Tag Training Program
- 6 hours per day
- 10 days program
- Discussion on LIVE projects
- Assignment on Daily Work
Advanced Machine Learning Training in Noida-Certification:
After completion course DeW provides certification under
the company “Alphameric Technologies Pvt. Ltd.”
Machine Learning Training in Noida:FAQ
Just get in touch with us or show us your interest through this website. We will help you with the further process of application.
Anyone with the interest to learn machine learning is free join this course.
The course duration may vary as per your comfort and requirements. We generally cover the whole training module under 4 months.
With our huge expertise and experience in the training field, we know all the effective strategies to teach the students with best practices. Our training staff helps us to implement all these training facilities effectively. A highly professional infrastructure including classrooms, laboratories, and other facilities makes us the best training institute for various types of courses. To handle the machine learning training services, we have a separate training staff with lots of professional facilities. With our best in class training services, we always make sure to serve the students with highly professional facilities by taking care of their comfort and intelligence levels.
DeW is here with its both online and classroom training services. The students are free to choose any of these courses as per their requirements. Whether you choose an online or offline training course, we properly prepare each training strategy. Instructor-led classroom training services are good if you are not working or studying currently. But, if you are employed somewhere or want to continue your training on an online basis, our online training is most suitable for you. So, choose any mode, we will give you the most professional and well-planned training services as per your requirements.
The aspirants who are interested to start their career in the advanced field of machine learning are welcomed to start learning with us. We help all the interested candidates to learn each concept of machine learning in a proper manner. Also, we have the best placement service and certification supports. So, the students who are looking for these services with a perspective of the job, this course is best for them too. In a nutshell, this training course will give you the most facilitating services to understand everything about the machine learning effectively. So, if you are also interested in this field, DeW is the best institute to choose from
The machine learning course will help you to get a deep knowledge of this advanced and emerging field. The course consists of various theoretical and practical training approaches by which the students can easily learn all the concepts of this popular technology. DeW has developed this training to provide the students with highly supportive services for understanding the things in an adequate manner. The in-depth and extensive course content will help you to understand the tough and simple concepts of machine learning in a very little time. Also, this course will give you various additional supports by which you can easily start working in reputed firms too.
All the trainers are well-experienced in these domains. We have hired to most professional and well-versed teachers to help you with this course. They are friendly in nature and always ready to share their deep knowledge of this field. They will help you with everything. Whether you find anything hard to learn during this course, the teachers will help you to do this effectively. The trainers will also help you to learn properly with the practical training sessions. Whether you are going for online or classroom training services, you will find it easier to learn everything properly.
We are working with our expert placement staff to help the students to get placed in well-reputed companies. We guarantee you a good job placement after the course completion if you are eagerly looking to achieve it. We will help you with all of our efforts. We will organize numerous interviews until you get placed in a good company. Also, we provide you with various additional training services to enhance your soft skills. We will help you to easily clear your interviews, tests, and group interviews.
Machine learning course in Noida
This course aims to provide good knowledge of machine learning to the aspirants. The training services are highly advanced with all the important concepts covered in it. This course will help you to grow your expertise in this vast field. All the latest trends, technologies, and implementation strategies are included in this course for the students. Backed by the practical sessions and available in different modes, this training is most suitable for all the students who want to actually grow their expertise in machine learning. You are free to get in touch with us to know more about this professional training course.
