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About Course:

Machine-Learning

Encourage yourself and become to master in trending Machine Learning skill. This course has been designed by highly experienced, real time working professionals & experts. In this course candidates will learn advanced and basic concepts of Machine Learning. Our experts will be going to demonstrate challenges and solutions which belong to real-world requirements. We are covering linear regression, logistic regression, Naïve Bayes, kNN, Random forest; candidate will learn both theory and implementation of these algorithms in R and python. This course provides a comprehensive overview of each & every step that you need to learn, curriculum has been designed by highly experienced working professionals based on industry requirement.


Duration : 30 hours


Fee: 328


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Includes
  • 24 hours on-demand video
  • Articles
  • Coding Exercises
  • Full lifetime access
  • Certificate of Completion

Module of Training

LIVE ONLINE TRAINING


Live presentation of theory, demonstration of tool, features & tasks

We are connecting Online via Goto Meeting

You will get recordings of each training session that you attended

Get practice environment for practical & hands-on Training curriculum has been designed by real-time industry professionals & real-time scenarios training pattern

CORPORATE TRAINING


Learn as per day-wise & customized schedule with discussions & lab exercises included

One to one or Batch-wise interactive demonstration of a tool, features and 100% practical classes

World-class learning material & case studies for the course

Completely customizable course content & schedule as per convenience

Certification guidance provided if necessary

Curriculum

Machine Learning Download  

What is Machine Learning?
Machine learning is a powerful tool for making highly accurate and actionable predictions about your products, customers, marketing efforts, or any number of other applications. Learning with data, use statistical technique without being explicitly program.

Why to learn Machine learning? 

  • There is a growing need among companies for professionals to know ins and outs of machine learning.
  • The machine learning market size is expected to grow USD 1.03 Billion to USD 8.81 Billion by 2022.

Acquire new skills with our Machine Learning Certifcation Training Course

  • Master in concepts of machine learning
  • Recommendation engine and time series modeling
  • Gain practical knowledge over principles, algorithms, and applications of machine learning.
  • Hands-on approach includes working on projects and hands-on exercises.
  • Thorough knowledge on statistical approach.
  • Validate machine learning models and decode various accuracy metrics. 
  • Improve in models using optimization algorithms, include Boosting & Bagging techniques.
  • Thorough knowledge on theoretical & fundamental concept & how they can relate each other with practical approach?

Course summary
In this course candidate learn how to automate data and doing analysis, how to enable computers to learn and adapt, to do specific tasks without explicit programming. Introduction to Machine learning, Artificial Intelligence and their usage in practical real world. The various theories used in modeling and tools for data and programming, types of machine learning, plotting and visualizing, statistical methods, data modeling, decision trees, clustering models, basics and real life examples of neural networks. After completion of training candidate has proficient knowledge on concepts of machine learning including supervised and unsupervised learning, algorithms, support vector machines, mathematical and heuristic aspects, and hands-on modeling to develop algorithms.


Machine Learning Certification Training Course & Curriculum

Introduction to Machine learning

  • What is machine learning?
  • History of machine learning
  • Uses of machine learning

Types of machine learning

  • Supervised learning
  • Unsupervised learning
  • Reinforcement learning
  • Transfer learning

Tools for machine learning

  • Programming languages
  • Data repositories
  • Hierarchical databases
  • Software used

Basics of Python programming

  • Installing Python
  • Matrix operations
  • Data loading/unloading
  • Plotting and visualizing
  • Algorithms - Predicting and modeling

Statistical methods

  • Graph theory
  • Probability
  • Bayes theorem
  • Regression models

Data modeling - Linear regression

  • Model representation
  • Cost function
  • Gradient descent for linear regression

Data modeling - Logistic regression

  • Hypothesis representation
  • Decision boundary

Decision trees

  • Basics of decision trees
  • Uses for decision trees
  • Advantages and limitations
  • How decision trees work

Decision trees example

  • Create a decision tree
  • Requirement
  • Training the data

Classifiers & Support vector machines

  • Classifiers
  • Support vector machines
  • Linear and non linear classification
  • What are SVM?
  • Where are SVM used?

Association rules learning

  • What is ARL?
  • Where are ASL rules used?
  • Support, Confidence, lift and conviction

Clustering

  • What is clustering?
  • Where is clustering used?
  • Clustering mode

Clustering K means Model example

  • Preparing the data
  • Workbench method
  • Command-line method
  • Coded method

Basics of neural networks

  • Introduction to Neural Networks
  • Why Study Neural Networks?
  • Real life examples of neural network

Types of neural networks

  • Perception
  • Recurrent neural networks
  • Convolution neural network

Additional topics

  • Evaluating Model Performance
  • Improving Model Performance
  • Similarity between R and Python
  • Specialized Machine Learning Topics

Student Take away

  • Study Material
  • Learning stuff
  • Sample project for practice

Class Delivery

  • Live Interactive classes with expert

Delivery Methodology

  • We are using an experiential delivering methodology that blends theoretical concepts with hands-on practical learning to ensure a holistic understanding of the subject or course.

Who should Learn Machine Learning?

  • Any IT experienced Professional
  • Who wants to build career in machine learning
  • Any B.E/ B.Tech/ BSC/ MCA/ M.Sc Computers/ M.Tech/ BCA

Prerequisite to learn Machine Learning

Machine Learning training course does not presume or require any prior knowledge in machine learning. To understand the concepts, presentation and to complete the exercises, we are recommending that students have following:

  • Candidate should be comfortable with variables and coefficients
  • Linear equations
  • Functions & Graphs
  • And histograms
  • Proficiency in programming basics

If, Prior experience of coding in Python is beneficial.

Candidate should need to feel comfortable reading and writing Python code which contains basic programming constructs, i.e. function definitions/invocations, lists and dicts, including conditional expressions.

Delivery Methodology used to deliver the Machine Learning

We are using an experiential delivering methodology that blends theoretical concepts with hands-on practical learning to ensure a holistic understanding of the subject or course.

Class delivery

Live Interactive classes with expert

Machine Learning FAQ

Question: Can I attend the Demo session before enrollment?

Answer: Yes, you may attend the Demo class before enrollment for training Quality Evaluation. You can also Interact with a trainer as one to one session for a specific requirement or discussion

Question: Can you schedule the training based upon my availability?

Answer: Yes, we need to discuss it with a trainer, accordingly, we can schedule training at a convenient time.

Question: How I can pay for the course?

Answer: You can pay the fee or enroll yourself via payment gateway through the course page, make an online payment using various options.

Question: What if I missed any class?

Answer: BISP has a missing class policy. If you missed any session, we will be sharing a recorded session. However, you may retake whole training multiple times within 6 month period but the trainer is the same.

Question: Is there any live project training along with regular training?

Answer: Our training curriculum includes real-time scenarios and lives project working module & the trainer explains every topic with examples. If you have any issue or you are stuck in any scenario the trainer will explain end-to-end.

Question: What about certification preparation and guidance?

Answer: BISP technical faculty assist & guide you completely for certification and preparation. We ensure you will get certified easily after our training.

Question: Who is the trainer & about his experience?

Answer: All our trainers are working professionals and industry experts with at least 10-12 years of relevant teaching experience. Each of them has gone through a rigorous selection process which includes profile screening, technical evaluation, and a training demo We also ensure that only those trainers with a high alumni rating continue to train for us.

Question: Do you provide Job support?

Answer: Yes, we provide Job support services, but the cost structure is different and fixed. For more details: Just give us a call at: +91 769-409-5404 & +1 786-629-6893 You can also write to us: support@bisptrainings.com

Question: What if I have more queries and doubts?

Answer: Just give us call at : +91 769-409-5404 & +1 786-629-6893 You can also write to us: support@bisptrainings.com

Question: How Fee Refund Policy works?

Answer: Please refer the link for refund policy: https://www.bisptrainings.com/Refund-Policy

Case Study and Learning Pdf's

Certificate

Certificate123
Benefits of Certificate

Certification demonstrates your dedication, motivation and technical knowledge on a specific platform. Having a certification shows that you not only possess comprehensive knowledge of that technology but you also care enough about your own career to spend the time and money to get the certification.

We are welcoming our Students or professionals to participate in our professional online courses. We are offering great variety of online training programs and professional courses that you can always find as desired. After the completion of training program they will receive a certificate from BISP. As a Certified professional you can apply that knowledge in your future profession and enjoy with better salaries & career prospects.

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