Example Curriculum
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Introduction Data Analytics.
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Introduction Data Analytics Types of Analytics How Data Analyst and Business Analyst Different ? Scope of Data Analytics and Business Analytics Excel Introduction Absolute Reference and Relative Reference
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Introduction Data Analytics Types of Analytics How Data Analyst and Business Analyst Different ? Scope of Data Analytics and Business Analytics Excel Introduction Absolute Reference and Relative Reference
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Nested_IF Lookup,Vlookup,Hlookup,Xlookup Sorting and Filtering Calculation Function-->Sumifs,Averageifs,Countifs Errors Ifna and IFerror
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Logical Functions Text Functions Tables and Slicers Group , Ungroup and Subtotal, Pivot table in detail
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Pivot Table In detail. Match and Vlookup . Conditional Formatting in Detail. What-If analysis in Detail. Power Query in Excel.
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What is Statistics ? •Types of Statistics •Descriptive Statistics •Inferential Statistics •Central Tendency •Measure of Central Tendency and Spread Outliars Skewness
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Kurtosis Hypothesis testing Population and Sample Test in Inferential Statistics T-test Tables and Critical value Confidence Interval
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New section
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Assignment
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One sample t-test Mathematical calculation in detail Two sample t-test Mathematical calculation in detail Paired t-test Mathematical calculation in detail Chi -saquare test Mathematical calculation in detail
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Annova Test Mathematical calculation in detail, Python Introduction, IDE Introduction : Jupyter Notebook, Data Types, Variables, Reserved Keyword's
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Arithmetic Operators Operator precedence Relational Operators Comparison Operator Typecasting Input method If Else statements If Else ladder Nested If Else Intendation Comments Functions (Definition, Invocation)
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Functions (Definition, Invocation) Break, Continue, Pass Loops in Python — While and For Loop Local and Global Variable List Introduction
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Lists in Detail 2-D list in detail
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Tuple Sets Dictionary Strings
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Exception Handling, File Handling, Pandas Import and Export
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Data Inspection, Data Cleaning, Data Manipulation
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Data Manipulation 2 Data Aggreagtions
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Data Aggregations Custome Data Aggregations Pivot Table Cross Tab Concatenation Merging Matplotlib In Detail
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Seaborn in Detail, Plotly in Detail
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BoxPlot in Detail EDA Step By Step on Used Car Dataset Assignment : EDA to be performed on GlobalSuperStoreDataset
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•What is Database ? •Types of Databases •What is Structured Query Language (SQL) ? •Database Structure •Creating our First DataBase •Simple Query •SQL Datatypes •Categories of SQL Commands •Database related Queries •Primary Key and Foreign Key •Constraints in SQL
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Where clause in SQL (Logical , Arithmetic, comparision) Limit clause in SQL Aggregations in SQL Groupby clause in SQL Order by clause in SQL Tabel Related Queries
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Foreign Key Joins in SQL Union and Union All Subqueries in SQL
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Subqueries in SQL (ANY and ALL) Window Function in Detail Views Function in Detail CTE Function in Detail
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TCL Command in SQL Normalization in SQL Dimensional Modelling Key Components of Dimensional Modeling Star Schema Snowflex Schema Introduction of Power BI
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Introduction of Power BI Power Query in Detail Data Modelling In Detail
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DAX in Power BI Slicers and Filter Basic Visualization DrillDown. Drill Through. Tooltip Vizual
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Buttons in Power BI Book Marks in Power BI DAX in Detail Power BI
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Dashboarding in Power BI
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Machine Learning Simple Linear Regression Ridge and Lasso Regression Simple Linear Regression with code Ridge and Lasso Regression with code
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Machine Learning Logistic Regression KNN Classification KNN Regression Confusion Matrix(Precision, Recall, F1 Score,Accuracy)
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Machine Learning Kmeans Clustering Hierarchical Clustering Normalization Scaling
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Decision Tree Classification Decision Tree Regression Random Forest Classification Random Forest Regression
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Customer Segmantation Customer Lifetime Value Churn Prediction
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Deep Learning Introduction Neural Networks in Detail Activation Functions Foreward and Backward Propogation Loss Functions
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Optimizers Gradient Descent , SGD, Minibatch SGD, SGD with Momentum, Adaptive Gradient Descent, Adam Optimizer ANN : Churn Prediction Project
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NLP Introduction Test Preprocessing Tokenization, Stopwords , Stemming ,Lemmetization. BOW, TFIDF,WORD2VEC
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Sentiment Analysis Project WordCLoud Name Entity Recognition Text Summarization Project Hugging Face Models, Websites
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11th August
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12th August
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13th August
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14th August
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15th August
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26th August
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Resumes building and Sample Interview Questions
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- Sample Resume
- Sample Resume
- Sample Interview Questions
- Handy Tips for Aspiring Data Scientist to make a resume
- Company wise Data Science Questions
- What should a candidate ask in an interview
- Resume tutorial
- Building Skillset
- Data
- Guesstimates1
- Interview Questions and Answers
- Online Presence
- Questions
- Resume tips
- Sample GitHub profiles
- Sample resumes for experienced
Further Placement Assistance Process
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6th September
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