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Machine Learning with Python

19,000 15,000


  • checkbox Instructor led training of 20 hours
  • checkbox Lifetime access to the Learning Management System
  • checkbox Class Recording
  • checkbox Real Time Projects
  • checkbox Free VM for Lab

checkboxCertification :Study9 Certified Data Scientist with proficiency in Python 

 

Description

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Machine Learning (ML) is a sub-field of artificial intelligence. It concerns giving computers the ability to learn without being explicitly programmed. Over the years, machine learning’s popularity and demand has certainly been on the rise.According to Indeed, the average salary for a machine learning engineer in the United States is $134,655. But what is so special about it that it’s one of the highest paid jobs in programming?

Interested ? This course “Machine Learning With Python Programming” has been designed to help you learn complex theory, algorithms and coding libraries in a simple way.

you will be taught concepts like Data Preprocessing , Regression , Classification , Clustering , Reinforcement Learning , Natural Language Processing , Machine Learning on Big Data using Apache Spark and Deep Learning .

The course is packed with practical exercises which are based on real-life examples. So not only will you learn the theory, but you will also get some hands-on practice building your own models.

Syllabus and Projects

Getting Started


●What is Machine Learning?
Applications of Machine Learning
●Why Machine Learning is the Future
●Types of Machine Learning (Supervised Learning ,Unsupervised Learning ,Reinforcement Learning )
●Python Basics
●Installing Python and Anaconda (Mac, Linux & Windows)
●Running Python Scripts

Data Preprocessing


●Get the dataset
●Importing the Libraries
●Importing the Dataset
●Missing Data
●Categorical Data
●Splitting the Dataset into the Training set and Test set
●Feature Scaling
●Finally creating Data Preprocessing Template!


Statistics and Probability Revision


●Types of Data
●Mean, Median, Mode
● [Practical] We’ll use mean, median, and mode in some real Python code, and set you loose to write some code of your own.
●[Practical] Variation and Standard Deviation
●Probability Density Function; Probability Mass Function
●Common Data Distributions
●[Practical] Percentiles and Moments
●[Practical] Matplotlib
●[Practical] Covariance and Correlation
●[Practical] Conditional Probability
●Bayes Theorem


Regression


●Simple Linear Regression
●Multiple Linear Regression
●Polynomial Regression
●Support Vector Regression (SVR)
●Decision Tree Regression
●Random Forest Regression


Classification


●K-Nearest Neighbors (K-NN)
●Decision Tree Classification
●Logistic Regression
●Naive Bayes
●Support Vector Machine (SVM)


Clustering


Reinforcement Learning


Natural Language Processing


Apache Spark: Machine Learning on Big Data


Deep Learning


●Deep Learning Pre-Requisites
●History of Artificial Neural Networks
●Deep Learning Details
●Introducing Tensorflow
●[Practical] Using TensorFlow
● Convolutional Neural Networks
●[Practical] Using CNN’s for handwriting recognition

Final Project



  • Regular classes – 4 weeks
  • Weekend Classes – 6 weeks
  • Customized Fast Track option is available as well. Call +91-80-306-306-47 now to customize according to your requirement

  • Experienced IT professionals
  • Having hands on practical knowledge
  • With experience of training large batches in both offline and online mode

  • Online Self Paced Training (SPT) with Videos and Documents
  • Online Instructor Led Training (ILT)

About the course:

Study9 provides a robust job market focused Machine learning  training. Our Machine learning  course is designed with the right mix of basic and advanced topics to get one started in the domain and enable a person to get a good job in this competitive market. Our Machine learning  trainers are experienced professionals with hands on knowledge of Machine learning  projects. The Machine learning  course content is designed with keeping the current job market’s demands in mind.Our Machine learning  training course is value for money and tailor made for our students.

About Study9 Training Method

Study9 provides a robust job market focused Machine learning training. Our Machine learning course is designed with the right mix of basic and advanced topics to get one started in the domain and enable a person to get a good job in this competitive market. Our Machine learning trainers are experienced professionals with hands on knowledge of Machine learning projects. The Machine learning course content is designed with keeping the current job market’s demands in mind.Our Machine learning training course is value for money and tailor made for our students.

Additional information

Mode of Training

Video Training (Self Paced), Online Instructor Led Live Training, Classroom Training

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