| Overview |
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Introduction (Complete overview of Course) |
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00:00:00 |
| Job Acceleration Program (JAP) |
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Knowing JAP |
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00:00:00 |
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Elaborating JAP |
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00:00:00 |
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Data Science Intro and Different Tools |
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00:00:00 |
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Steps and process in Data Science |
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00:00:00 |
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Data Science Tools covered in course and installation |
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00:00:00 |
| Python |
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Python – Basics |
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00:00:00 |
| Chalo INDIA Startup Drive |
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All about Chalo India Startup Drive |
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00:00:00 |
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Basics |
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00:00:00 |
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Data Structures – part1 |
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00:00:00 |
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Data Structures – part2 |
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00:00:00 |
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Loops |
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00:00:00 |
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Functions |
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00:00:00 |
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Exception Handling |
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00:00:00 |
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File Handling |
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00:00:00 |
| My SQL |
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My SQ |
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00:00:00 |
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My SQL – using command line |
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00:00:00 |
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My SQL – using command line – part2 |
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00:00:00 |
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My SQL – using command line – part3 |
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00:00:00 |
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My SQL – workbench |
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00:00:00 |
|
AVODHA Official Telugu YouTube Channel |
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00:00:00 |
| Python For Data Science |
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Numpy |
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00:00:00 |
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Pandas |
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00:00:00 |
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Pandas Visualisation |
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00:00:00 |
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Working with Pandas |
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00:00:00 |
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Working with Pandas |
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00:00:00 |
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Date-Time functionalities |
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00:00:00 |
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Pandas SQL |
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00:00:00 |
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Matplotlib |
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00:00:00 |
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Seaborn |
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00:00:00 |
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Data Analysis in python |
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00:00:00 |
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Practical implementation on Data Visualisation with datasets |
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00:00:00 |
| Maths for Data Science |
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Statistics |
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00:00:00 |
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Statistics part 2 |
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00:00:00 |
| Machine Learning |
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Brief |
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00:00:00 |
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EDA |
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00:00:00 |
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Linear Regression |
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00:00:00 |
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Logistic Regression |
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00:00:00 |
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Project |
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00:00:00 |
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Regularization |
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00:00:00 |
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Cross – Validation |
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00:00:00 |
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Multicolinearity |
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00:00:00 |
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Dealing with Imbalanced Dataset |
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00:00:00 |
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Encoding |
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00:00:00 |
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Hyper Parameter Tuning |
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00:00:00 |
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Scaling |
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00:00:00 |
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Pipeline |
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00:00:00 |
| Linear Regression |
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Course Overview |
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00:00:00 |
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Datasets, Codes, Notebook and Technical Setup |
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00:00:00 |
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Overview of Linear Regression |
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00:00:00 |
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Business Problem |
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00:00:00 |
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Knowing Big Data |
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00:00:00 |
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Outcomes of Big Data |
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00:00:00 |
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Data Science Basics |
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00:00:00 |
BIG DATA BASIC QUIZ IN TELUGU
24 hours
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Regression |
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00:00:00 |
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Structured & Unstructured Basics |
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00:00:00 |
BASIC REGRESSION QUIZ IN TELUGU
2 days
ADVANCED REGRESSION QUIZ IN TELUGU
2 days
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Hadoop made simple |
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00:00:00 |
| Data Mining |
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Introduction to Mining |
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00:00:00 |
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Setting up Data Mining |
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00:00:00 |
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Scraping Quiz |
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00:03:00 |
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Getting into Data Mining |
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00:00:00 |
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Octaparsing Live |
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00:00:00 |
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Data Mining Quiz -1 |
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00:03:00 |
| HADOOP |
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Introduction to HADOOP |
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00:00:00 |
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What is the difference between a Local file system (LFS) and HDFS? |
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00:00:00 |
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HADOOP Distributed File System |
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00:00:00 |
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HADOOP Yarn |
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00:00:00 |
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Hadoop MapReduce |
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00:00:00 |
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Hadoop Installation and Map Reduce Job Execution DEMO |
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00:00:00 |
| More Resources For You |
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How To Be A Big Data Engineer |
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00:00:00 |
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What are the job opportunities in BigData? |
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00:00:00 |
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How to Prepare for a Job Interview |
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00:00:00 |
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What is the attitude to work in the Industry |
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00:00:00 |
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How to Manage Life and Work |
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00:00:00 |
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How to excel in the field |
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00:00:00 |
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Finishing HADOOP |
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00:00:00 |
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AUC – ROC |
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00:00:00 |
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PCA |
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00:00:00 |
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Introduction |
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00:00:00 |
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Introduction to Data Science |
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00:00:00 |
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SVM |
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00:00:00 |
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KNN |
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00:00:00 |
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Decision Tree |
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00:00:00 |
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Na��ve Bayes |
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00:00:00 |
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Project |
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00:00:00 |
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Regression project 1 (End-to-End) |
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00:00:00 |
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Projects |
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00:00:00 |
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Flask app |
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00:00:00 |
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Heroku |
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00:00:00 |
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Beautiful Soup |
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00:00:00 |
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Seleniuma |
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00:00:00 |
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Selenium Exception Handling |
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00:00:00 |
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Introduction to HADOOP |
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00:00:00 |
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What is the difference between a Local file system (LFS) and HDFS? |
|
00:00:00 |
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HADOOP Distributed File System |
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00:00:00 |
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HADOOP Yarn |
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00:00:00 |
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Hadoop Introduction Quiz |
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00:00:00 |
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Hadoop MapReduces |
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00:00:00 |
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Hadoop Installation and Map Reduce Job Execution DEMO |
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00:00:00 |
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Step by step Guide Ubuntu (Linux) virtual machine installation on windows and configure Hadoop |
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00:00:00 |
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Hadoop – Test your knowledge |
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00:00:00 |
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SQL-Structured Query Language |
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00:00:00 |
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Hadoop Introduction Quiz |
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00:01:00 |
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Apache HIVE – Hadoop Ecosystem Tool |
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00:00:00 |
| QUIZ SECTION |
| BONUS SECTION |
Final Test Data Science and Artificial Intelligence in Telugu
5 days
|
Congrats ! Submit the course completion form. |
|
00:00:00 |
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Azure Data Engineer Quiz – Test your Knowledge In Telugu |
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00:10:00 |
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Microsoft Azure Data Engineer Mock Test |
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00:30:00 |
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QUIZ – 12 |
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00:08:00 |
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Hadoop – Test your knowledge |
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00:04:00 |
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HIVE Quiz – Test your Knowledge |
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00:03:00 |
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Hadoop Ecosystem Final Exit Mid Term Quiz |
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00:03:00 |
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SQL Quiz – Test your Knowledge |
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00:03:00 |
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QUIZ – 11 |
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00:10:00 |
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QUIZ – 13 |
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00:10:00 |