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Cohort 131 - (Da/Ds/GenAI - DD)
Course content
21 sections | 35 lessons
Expand all sections
Cohort 131 - Link & Passcode , Update section
1 Lessons
Data Analytics basics, scope, application
2 Lessons
Components of DS, Big Data, Fundamentals of Data
2 Lessons
EXCEL FUNCTIONS
2 Lessons
Data Analysis, Correlation, Regression, Co-variance, What-If Analysis, Goal Seek, Pivot Query, Loading Data, Transformations, Live Data Connection and Analysis.EXCEL PIVOT TABLE ,Sum-if & ifs, Average-if & ifs, Count-if & ifs, Lookup Function - VLOOKUP, HLOOKUP, XLOOKUP, Excel Shortcuts
2 Lessons
VLOOKUP,HLOOKUP, Moving Average.Descriptive Stats Regression. Overview of Data.Types and Forms of Data. Applications and E.g of Data.Overview of Statistics.Types of Statistics-Applications and E.g.DESCRIPTIVE STATISTICS. Functions in Descriptive Statistics-Applications and Its Mathematical
2 Lessons
Co-efficient Of Variation I. Correlation i. Pearson ii. Spearman j. Co-variance k. Squared Error, Mean Squared Error, RMSE, MAD
1 Lessons
INFERENTIAL STATISTICS a. Overview of Inferential Statistics b. Population and Sample c. Test in Inferential Statistics d. T-test e. Chi-square f. Anova g. P-value h. Tables and Critical value I. Confidence Interval
2 Lessons
What is Probability Distribution? b. Examples and Applications of Probability Distribution c. What are Normal Distributions? d. What are Uniform Distributions? e. What are Skewed Distributions
2 Lessons
OPERATORS IN PYTHON a. Arithmetic Operators b. Logical Operators c. Membership operators d. Equality Operators e. Comparison Operators
2 Lessons
Data Types : String, List
2 Lessons
DATA STRUCTURE IN PYTHON a. Lists b. Tuple c. Sets d. Dictionary e. Range
1 Lessons
CONTROL FLOW a. If b. If...... elseif c. Loops d. For Loop f. While Loop g. Transfer Statements h. Break I. Continue. j. Pass
2 Lessons
numpy and its operations
1 Lessons
Pandas introduction
2 Lessons
Pandas and Data Visualization basics
1 Lessons
ct: Data Visualization advanced
2 Lessons
EDA in details
1 Lessons
workbench installation, SQL DDL and DML (basic Commands)
2 Lessons
Order By, Distinct. h.Where Clause, Comparison Operators, NULL. I.Logic Operators j.Aggregate Functions: COUNT,MIN,MAX,AVG,SU k.Group By. L.Join and Natural Joi m.Subqueries/Nested Queries/Inner Queries. n.DML: INSERT. o.DML:UPDATE,DELETE. p.DML: CREATE,TABLE. q.DDL: DROP TABLE,TRUNCATE,DELETE.
1 Lessons
SUM ii. MAX iii. Average iv. Rank v. Partition vi. Order by u. Views, Stored Procedures and Tables in MYSQL
2 Lessons
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