Machine Learning

Machine Learning Training in Kalyan Nagar Bangalore?

The demand for machine learning is at its peak and the IT sector just can’t do without it in the present scenario. Machine leaning is actually a science of getting the computers function without writing dedicated programs. The concept is about 2 decades old and has come a long way since then. If we look back at the past decade, machine learning has given a lot to us. For instance, self-driving cars, effective web search, practical speech recognition are some of the popular technologies presented to us through machine learning.

Although, there is a lot of buzz about the concept of Machine learning, the number of professionals who are working as Machine learning experts are quite less. Since, Machine learning and Artificial Intelligence are adopted by almost every field nowadays the demand for the experts have gone up tremendously. In the current picture the demand for the experts is more but the trained professionals are much less. Therefore, the students considering Machine Learning as their career choice can get placed with some of the biggest MNC’s of the world.

What is Machine Learning?

Machine Learning is a part of Artificial Intelligence which enables the computer systems to automatically improve itself and learn from the previous experiences. This concept has been making waves since its inception and it continues to advance in terms of its features and abilities.

Recently, Machine Learning has been visible in the smart devices like mobile, tablets, laptops etc. For instance, this technology is definitely making the smart gadgets even smarter than ever before. Since, it has the ability to improve a set of functions and procedures instantly, it makes things much simpler and convenient for the users.

Most of the smart phones are already embraced with Machine learning technology in some way or the other which make it faster, effective and convenient to use. Some of the common features which we use in our smart phones in disguise of Machine learning are:

  • Voice Recognition
  • Language Translation
  • Virtual Reality
  • Exquisite Camera functions
  • High end device security

Getting a training in Machine learning may help you in attaining a novel and high paid career as most of the Machine learning experts are offered excellent salary packages.

However, you must look across the best certification institute for the same. Trishana Technologies is one of the most reputed institutes offering Machine Learning training in Kalyan Nagar Bangalore. The institute is embraced with a group of highly qualifies trainers who proactively work towards training the students so that they are ready to chase their dreams.

Course Highlights

  • Machine Learning is a concept which needs extensive practical knowledge apart from theoretical concepts. Therefore, the tutors at Trishana Technologies have designed the course which provides in-depth understanding about each and every concept.
  • 1000+ students have been trained by the experienced tutors at Trishana Technologies who have further referred our institute to other aspirants. The Trishana Family is constantly growing!
  • Aspirants who have attained training from our institute are happily placed in the top-notch organizations of the world.

If you are in Bangalore and planning to take up Machine learning training in Kalyan Nagar, then Trishana Technologies is the best training institute you can ever come across. It is a student oriented institute and works as per their satisfaction. The institute has a team for placement assistance which enables the students in exploring the most exquisite job opportunities.

Machine Learning using R Training Syllabus

Introduction to Data Analytics

  • Business Analytics, Data, Information
  • Understanding Business Analytics and R
  • Compare R with other software in analytics
  • Install R
  • Perform basic operations in R using command line
  • Learn the use of IDE R Studio
  • Use the ‘R help’ feature in R

Introduction to R programming

  • Variables in R
  • Scalars
  • Vectors
  • Matrices
  • List
  • Data frames
  • Using c, Cbind, Rbind, attach and detach functions in R
  • Factors

Data Manipulation in R

  • Data sorting
  • Find and remove duplicates record
  • Cleaning data
  • Recoding data
  • Merging data
  • Slicing of Data
  • Merging Data
  • Apply functions

Data Import techniques in R

  • Reading and writing flat files – text,csv,Excel
  • Reading Techniques in R
  • How to connect mysql with R
  • Saving and loading R format

Loops and Date

  • For loop
  • While loop
  • If loop
  • Break and continue
  • How to convert to date format
  • How to slice dates information (Year, Quarters, Months, Days, Hours etc..,)
  • How to get difference between two days (Year, Quarters, Months, Days, Hours)

Exploratory Data Analysis

  • Box plot
  • Histogram
  • Doughnut graph
  • Pie graph
  • Line chart
  • Scatterplot

Statistics and Machine Learning – Regression and Classification

Statistics Topics

  • Probability
  • Hypothesis Testing – Null Hypothesis and Alternate Hypothesis
  • Standard deviation and Variance
  • Outliers – Detection and Replacement method
  • Correlation
  • T test- Unpaired and Paired
  • Chi square
  • Anova

Machine Learning Topics

  • Linear Regression
  • Multiple Regression
  • Logisitic Regression
  • Naïve Bayes Classifier
  • Variable selection on model
  • K means Clustering
  • Decision Tree
  • SVM
  • Time series forecasting

Project work

  • 3 Real-time projects

Machine Learning using Python Training Syllabus

PYTHON Programming

  • Installation & Python basics.
  • Python looping, conditional statements.
  • Data Structures.
  • Classes & Functions.

Introduction to Python Libraries

  • Numpy
  • Pandas
  • Matplotlib & Seaborn
  • Scikit learn

Statistics

  • Descriptive Statistics
  • Measure of Frequency, Central tendency, dispersion/variation.
  • Inferential Statistics
  • Probability.

Data preparation

  • PCA
  • Dimensionality Reduction
  • Univariate & Multivariate Analysis

Machine Learning Algorithms

  • Forecasting & Smoothing
  • Regression
  • Logistic Regression
  • Naive Bayes
  • Clustering
  • Decision Trees & Ensemble modelling
  • Support Vector Machines
  • NLP
  • Deep Learning
  • Project on Real Time Implementation

Career Opportunities for Machine Learning Experts

  • Machine learning/ Deep learning expert
  • Machine learning Data Scientist
  • R&D expert Machine Learning
  • Artificial Intelligence engineer

Once you are done with your certification, you will come across several job opportunities. However, in a rush to get places you mustn’t choose any other institute. It is important to select a high-rated institute to attain the training. Trishana Technologies have attained the name of the most reliable and trusted institutes for Machine Learning training in Kalyan Nagar Bangalore. The prime focus of the institute is to train the aspirants in such a way that they are totally ready to work as machine learning experts and therefore they implement innovative teaching methodologies to reach their goals.

The students can choose between class-room training and online training and get certification as per their own convenience. Special emphasis is given upon hands-on training and corporate training to make the students understand the industry environment. If you are staying in areas like Lingarajapuram, Nagawara, RT Nagar, Thanisandra, Maruthi Sevanagar, KR Puram, Fraser town, Cook town, Cox town, Ramamurthi Nagar, Amruthahalli, Coffee board Layout, Kemparura and Hebbal then Trishana Technologies is at an easy reach through Metros, busses and other public transportations.

FAQ’s

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