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Cohort 143 - (Da/Ds/GenAI - DD)
Course content
38 sections | 60 lessons
Expand all sections
Link, Passcode & Updates.
1 Lessons
a. Introduction, overview of Data Analytics b. Types of Analytics c. Scope and Role of Analytics in Business d. Fundamentals of Data
2 Lessons
Data, Sources of data, Big Data, Excel Into
1 Lessons
Excel functions, Goal seek, scenario, What if analysis, Correlation , descriptive analysis
2 Lessons
advanced Excel, like Moving Average, Linear Regression
1 Lessons
Statistics- Central Tendency, Skewness, Kurtosis, Bias, Variance.Normal Distribution.
2 Lessons
Descriptive Statistics
1 Lessons
Inferential Statistics.
2 Lessons
Probability, Programming, a. Python Overview
1 Lessons
b. Python Installations c. Setting paths in Python d. Coding with IDLE e. Installing Editor - PyCharm/VS-Code f. Setting interpreter, a. What is Anaconda? b. Installations c. Keywords and Identifiers in Python d. Comments, Indentations and Statement, DATA TYPES IN PYTHON
2 Lessons
Python Operators
2 Lessons
Python String and List
2 Lessons
Tuple, Set, range, Python Inbuilt Functions, User Defined Functions
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
File and Exception handling, Numpy
1 Lessons
Pandas
2 Lessons
EDA, Automatic and Manual
1 Lessons
Data Visualization
2 Lessons
26th April
1 Lessons
a. Introduction to databases.b. Why SQL?c. Installing MySQL d. Load Data. e. Use, Describe, Show Table.f. Select
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 Join. m. Subqueries/Nested Queries/Inner Queries. n. DML: INSERT.
2 Lessons
Views, Stored Procedures and Tables in MYSQL v. Data Analysis and Data Wrangling In MYSQL, Normalisation
1 Lessons
Database Administrator, Temporary tables
3 Lessons
16th May
1 Lessons
17th May
2 Lessons
23rd May
1 Lessons
24th May
2 Lessons
30th May
1 Lessons
31 May
2 Lessons
6th June
1 Lessons
13 June
1 Lessons
14 June
1 Lessons
NLP Introduction, Text preprocessing (core + advance)
1 Lessons
POS, Chunking, NER, Mini Project
2 Lessons
Deep Learning, Perceptron, Backward propagation
1 Lessons
Activation function, Streamlit app and programs
2 Lessons
AI and Cloud Computing and Capstone project
3 Lessons
Agile , Capstone project
2 Lessons
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