DATA SCIENCE Training in Kalyan Nagar
Duration22 class - 46 Hours
CategoriesServices/DATA SCIENCE Training in Kalyan Nagar
DATA SCIENCE Training in Kalyan Nagar
Living in the digital age is a boon in disguise. From e-commerce to IA induced medical treatment, everything has made life worth living, uninterrupted. But, usage of digital devices has been generating tons of data every day. This digital data needs to be stored and managed securely so that it can be retrieved as and when required. However, all the previous initiative taken to solve this issue has proved incapable to manage data being it colossuses. Under such circumstances, a wide array of tools has been introduced, including big data. And needless to say, this has managed to issue perfectly. Most of the companies dealing with data are highly in need of professional data scientists. This has made data science one of the top-level jobs, which is future-proof. The average salary of a data scientist is way higher than that of any IT professionals. Therefore, giving it a try would be the best decision that one can make in order to achieve a better and brighter future. Make sure to choose an institute that not only gives an overview of the course but also helps keep pace with current changes through the live training program.
Data Science Training in Kalyan Nagar has made thousands of professional data scientists over the years. They have a team of certified data science experts who made it possible by continuously upgrading their teaching method, which is cutting-edge. Once you start with their real-time data science course, you can learn R, Python, Excel, SAS, and Tableau tool from data science certified experts.
Being one of the top Data Sciences Training in Kalyan Nagar, they provide a state-of-the-art training facility that makes learning easy and fun-filled. Coming to the course fees- there are installment facilities provided to each and every aspirant who wish to be a professional data scientist.
- Population and Samples
- Descriptive vs Inferential Statistics
- Parameters vs Statistics
- Variable Classification
- Scale of Measurement
- Statistical Methods
- Recognize difference between grouped and ungrouped data
- Construct Frequency Distribution
- Construction of bar diagram, column diagram, histogram,
- frequency polygon, pie chart scatter plot, bubble chart
- Measure of central tendency for grouped & ungrouped Data
- Measures of Variability for Grouped and Ungrouped Data
- Measure of Shapes of Data
- Various Outlier & Missing value treatments in data preparation
- Relationship between variables
- Correlation and causation
Introduction to Statistics
- Installing Python & Anaconda
- Basic Data Types
- Lists, Tuples & Dictionary
- Introduction to Numpy
- Numpy arrays and operations
- Group By with Pandas
- Merging, Joining, Concatenating & Interleaving
- Pandas Operations
- Data Input and Output
- Plots with matplotlib and Seaborn
- Preprocessing with dataset
- Importing the libraries
- Changing directory
- Split the data into dependent and independent variable
- Missing value imputation
- Categorical data
- Splitting the dataset into training and testing
- Case Study on ODI-cricket dataset
- Exercise-Case Study on Loan Prediction problem
- Basic concepts of probability
- Experiments, Outcomes, Events and Sample Space
- Discrete & Continuous probability
- Probability mass function
- Cumulative density function
- Binomial & Poisson
- Normal Distribution
- Central Limit theorem
- Sampling techniques
- Concept of Hypothesis Testing
- Testing a difference in mean
- Other test statistics
- Testing Correlation
- Testing proportion
- Chi- Square test
- Simple & Multiple Linear Regressions
- Nature of Regression Analysis
- Meaning of the term linear
- Linearity in variables
- Linearity in parameters
- Method of Ordinary Least Square
- The classical linear regression model
- Standard errors of least square estimates
- The coefficient of determination r ^2
- R square and adjusted r square
- Goodness of fit
- The normality assumption
- Interval estimation
- Hypothesis testing
- Testing the overall significance of a multiple regression – F test
- Multicollinearity assumptions
- Case study on Multiple Linear Regression using Housing dataset
- Logistic Regression
- Dichotomous dependent variable
- Odds and Odds Ratios
- The Logit Model
- Weight of Evidence and Information value
- Creation of Dummy Variable
- Parameter Estimates
- Goodness of fit, Concordance and discordance
- confusion matrix
- Sensitivity, Specificity
- ROC curve
- Case study in python with loan prediction data
- Cluster Analysis
- Cluster analysis intuition
- Types of Clustering
- K-Means Clustering
- Case Study with Python using mall data
- Stationary and Non Stationary Time Series
- Importing and cleaning
- Moving Averages
- Prediction (Holt Winters Method, MA, Exponential Smoothing)
- ARMA model
- Case Study with air passenger dataset
- Machine Learning-Classification (All includes case study in python)
- Random Forest regression
- Bagging and boosting
- Gradient Boosting
A brief info of Trainer profile of Data Science training in Marathahalli
Gone are the days of contemporary methods that did not give the student freedom to
speak his minds out while learning from a strict teacher. Now, after a lot of R&D in the
realm of Pedagogy, a wide range of teaching methods has been devised. And here at
RPminds, the have implemented one such methods that help student master Robotic
Process Automation in the most fun way possible. Real-time based training help the
aspirants learn the nitty-gritty of RPA, fast-track. Besides, this would help the student
boost confidence to work in a project without much supervision. The trainers would
prepare the aspirants to clear the interview and even the global certifications.
All the trainers have years of experience
Have trained over 1000s of aspirants over the years
Well-versed in the theoretical and practical part of RPA
Global certificate holder trainers
Well aware of the present trends or RPA and the hiring process
Advanced level knowledge in subjects matter with real-time industry implementations
They are working in MNCs; therefore, know which tools and applications are in vogue.
Our trainers have been working in MNCs while imparting training to the candidate side by side their jobs. The goal of the Rpminds’ faculties is to focus on individual stent and help them reach their goals though customized training program. This made it easier for the candidate to crack the interview with flying colors. Guiding the students through real- time based projects not only builds their confidence but also helps them be renowned RPA professionals, real quick.
Benefits of joining DataKosine Institute for Data Science courses in Kalyan Nagar
1. It helps you develop your overall personality.
From thoughtful vision to confidence, this institute tries to fill every good quality inside you.
2. It allows you to learn how to implement ideas.
This institute teaches you both practical and theoretical concepts which are needed to execute your plans and designs. The ideas, thus, turn out to be error-free while working.
3. Experienced and knowledgeable faculty teach you here.
This institute hires professionals who have teaching experience of at least ten years. These professionals guide you through ups and downs.
4. Placement in top-ranked companies is assured.
The institute promises placement to students in well-reputed companies. Former trainees of these students have got highly paid jobs in different companies.
How Data Science Helps in Getting Jobs?
IT industry is growing rapidly with all its pace leading to the high demand for data scientists. Data science training in Kalyan Nagar helps you rule the world of technology. It enhances our personality in such a way that you can survive in the worst of the circumstances. The Data Kosine institute guarantees the placement of its students in top-ranked companies worldwide.
With all these beneficial details, you must not be having any doubt about data science training in Kalyan Nagar. Step up and choose your future career in the field of Data Science with Data Kosine’s professional training institute and feel the difference.
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