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Stats Essentials

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Statistics plays a major role for any analytics profile so this course will empower you with all the statistical techniques required for this profile. These skills fulfil the requirements of jobs related to Analytics.

8 Sessions
24 Hours

Skills you will master

Basic Stats
Anova Test
Chi Squared Test
Parametric and Non Parametric Test
Hypothesis Testing
Odds Ratio


10:00 AM - 01:00 PM
Mob : +91-9810600764
Address : M8, Lower ground Floor, Sector 14 OLD DLF Gurgaon 122001
Email : info@palin.co.in


About The Program

Our Program is designed by the industry experts. Statistics plays a major role for any analytics profile so this course will empower you with all the statistical techniques required for this profile. These skills fulfil the requirements of jobs related to Analytics. Now a days there are huge requirements of advance analytics skills within the industry. This program will cover Regression (Linear & Logistic), Hypothesis Testing, ANOVA, Cluster Analysis, Customer Segmentation, Time Series Analysis and Machine Learning overview (Random Forest, Decision Tree). Training includes Industry specific data as well as assignments, case study, project.

During the training participants will be hands on

and will be going through


Career Advisor
Vinit Kumar, Consultant
Palin Delivers real world relevance with activities and assignments that helps students build critical thinking and analytic skills that will transfer to other courses and professional life.
Program Description
Statistics includes Basic Stats like mean, mode, median, standard deviation, variance etc. Along with statistical tests and regression techniques. Real Cases to get hands on working experience on R with Advance Modelling.
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   Session 1 - Introduction to statistics

Central tendencies, Standard deviation, Percentiles, Variance, Frequency, Quantitative variables, Qualitative variables, Skewness, kurtosis, Probability Distribution

   Session 2 - Statistical Tests

T-Test, P-Test, Z-test, paired T-Test, Hypothesis Testing, Chi-Square Test, Anova Test

   Session 3 - Exploratory Statistics

Probability Distribution, Histograms, Correlation, Correlation coefficient, Multicollinerity, Univariate and Bivariate analysis, Outliers

   Session 4 - Linear Regression

R square, Adjusted R Square, Parameter Estimates, Homoscedasticity, Heteroscedasticity, Simple Linear Regression, Multiple Linear Regression, Least square, Errors and residuals, Goodness of fit

   Session 5 - Logistic Regression

Logit Transformation, Odds Ratio, Wald Test, Bernoulli Distribution, Concordance, confusion Matrix, Chi-square distribution, Analysis of variance

   Session 6 - Time Series and data mining

Frequency Domain, Time Domain, Parametric and Non-parametric Approach, Covariance, Trend Estimation, Regression analysis, Interpolation, Data interpretation, ARIMA, AR, MA

   Session 7 - Cluster Analysis

Euclidean Distance Formula, Centroid, CCC, Number of clusters, data continuity, Correlation between Clusters, Ward method, Sum of Squared Error

   Session 8 - Machine Learning Algorithms

Decision Tree, Random Forest, Decision Nodes, Chance Nodes, End Nodes, Random Subspace Method

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Program Highlights
Instructor led training is the live and interactive training by industry
Live Case Study
Helps you work on industry specific data so as to get an hands on experience.
Regular assignment leads to a proper revision of your skills.
Lifetime Access
Access to all the recording for the lifetime and avoid notes maintaining chios.
24 X 7 Support
Consultants are available online for proper guidance about the course.
After successful completion of the training and case study Palin will certify you as Palin certified Stats expert.
Career Counselor
Avail career guidance and Professional guidance for resume building, unlimited opportunities and interviews.

Highly motivated with leadership skills having Master’s Degree in Statistics. Holds good working experience in different domains like Retail, Banking, Healthcare FMCG, Marketing analytics using SAS, R, Python, STATA.
   Who can go for Statistical Essentials Training?
Any graduate who’s good at maths or stats and willing to work on Advance Modeling profile as Data Analyst, Business Analyst etc can go for this program.
   What is Statistical Essentials all about?
Statistical Essentials like Linear & Logistic regression, classification algorithms, clustering , Hypothesis testing , Variance and correlation are used to analyse large data and helps bringing inference and decision making for different business needs.
   What is the future of statistical professionals?
Statistics plays a major role in data science and analytics. Any Professional handy with statistics will be a great resource for any company dealing into analytics and it is must for analytics. By doing this course any new comer into analytics with non statistical background can through it by this course.
   Is this a classroom training or online?
Palin Analytics offers you both the platforms for the training you can opt either online or classroom.
   Which one is better classroom or online?
Both the training modes are good to get trained. But online training is more better than the classroom training because online trainings are live interactive where you can raise your concerns at any point during the session. Additionally recording of the same session will be provided which you can access anytime anywhere.
   Pre-requisites for statistical professionals?
Candidates who are good at maths or basic stats can go for this course with a graduation in any discipline.
   What all topics will be covered in Essentials of statistics?
It includes data types in Mean, Mode, Median, Standard deviation, Variance, Correlation, Linear & Logistic Regression, ANOVA, Z-Test, Hypothesis Testing, Cluster Analysis, Customer Segmentation, Time Series Analysis, Decision Tree and Random Forest. Real Cases to get hands on working experience on Statistical analytics.
   After the completion of training which company I can apply for?
Companies like Amazon, Infosys, TCS, Accenture, IBM, Flipcart, Airtel are highly in need for analytics professionals.
   What is process of stats essentials?
We'll be starting with introduction to statistics and statistical tests and will be completing end to end analytics which covers Regression Modeling, Classifications and machine learning algorithms with Case Study.


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