https://github.com/sandipanpaul21/Data-Science-Interview-Question-Bank-Day1-Day30-iNeuron
What you'll learn
Python
Statistics
Machine learning
Deep learning
Computer vision
Natural language processing
Big Data
Apache Spark
Apache Kafka
Data Analytics
PowerBI
Tableau
Databases
Data Science Workflow
Real Time Data Science Projects
Course Curriculum
28 Jan'23 Course Introduction
29 Jan'23 Python Basic
30 Jan'23 Python Basic
31 Jan'23 String Objects
1 Feb'23 List Object Basics
2 Feb'23 Tuples, Set, Dictionaries & Its Function
3 Feb'23 Function
4 Feb'23 Function
5 Feb'23 Oops Concepts
6 Feb'23 Oops Concepts
9 Feb'23 Oops Concepts
10 Feb'23 Oops Concepts
11 Feb'23 Files
12 Feb'23 Exception Handling
13 Feb'23 Exception Handling
14 Feb'23 Memory Management
15 Feb'23 Memory Management
16 Feb'23 Database
17 Feb'23 Database
18 Feb'23 Web Api
19 Feb'23 Flask
20 Feb'23 Flask
21 Feb'23 Pandas Basic
23 Feb'23 Pandas Advance
24 Feb'23 Pandas Advance
25 Feb'23 Pandas Advance
26 Feb'23 Python Numpy Basics To Advance
27 Feb'23 Python Numpy
28 Feb'23 Python Numpy
1 Mar'23 Python Numpy
2 Mar'23 Visualization
3 Mar'23 Visualization
4 Mar'23 Visualization
5 Mar'23 Visualization
6 Mar'23 Statistics Basic
7 Mar'23 Statistics Basic
8 Mar'23 Statistics Advance
9 Mar'23 Statistics Advance
10 Mar'23 Statistics Advance
11 Mar'23 Statistics Advance
12 Mar'23 Statistics Advance
13 Mar'23 Statistics Advance
14 Mar'23 Statistics Advance
15 Mar'23 Introduction To Machine Learning
16 Mar'23 Introduction To Machine Learning
17 Mar'23 Feature Engineering
18 Mar'23 Feature Engineering
19 Mar'23 Feature Engineering
20 Mar'23 Feature Engineering
21 Mar'23 Feature Engineering
22 Mar'23 Feature Engineering
23 Mar'23 Feature Selection
24 Mar'23 Exploratory Data Analysis
25 Mar'23 Exploratory Data Analysis
26 Mar'23 Regression
27 Mar'23 Regression
28 Mar'23 Regression
29 Mar'23 Regression
30 Mar'23 Regression
31 Mar'23 Regression
1 April'23 Logistics Regression
2 April'23 Logistics Regression
3 April'23 Logistics Regression
4 April'23 Decision Tree
5 April'23 Decision Tree
6 April'23 Support Vector Machines
7 April'23 Support Vector Machines
8 April'23 Support Vector Machines
9 April'23 Naïve Bayes
10 April'23 Naïve Bayes
11 April'23 Ensemble Techniques And Its Types
12 April'23 Ensemble Techniques And Its Types
13 April'23 Ensemble Techniques And Its Types
14 April'23 Ensemble Techniques And Its Types
15 April'23 Ensemble Techniques And Its Types
16 April'23 Boosting
17 April'23 Boosting
18 April'23 Boosting
19 April'23 Boosting
20 April'23 KNN
21 April'23 KNN
22 April'23 KNN
23 April'23 Dimensionality Reduction
24 April'23 Dimensionality Reduction
25 April'23 Dimensionality Reduction
26 April'23 Dimensionality Reduction
27 April'23 Clustering
28 April'23 Clustering
29 April'23 Clustering
30 April'23 Clustering
1 May'23 Clustering
2 May'23 Anomaly Detection
3 May'23 Anomaly Detection
4 May'23 Time Series
5 May'23 Time Series
16 May'23 Neural Network A Simple Perception
17 May'23 Neural Network A Simple Perception
18 May'23 Neural Network A Simple Perception
19 May'23 Neural Network A Simple Perception
20 May'23 Neural Network A Simple Perception
21 May'23 Neural Network A Simple Perception
22 May'23 Neural Network A Simple Perception
23 May'23 Neural Network A Simple Perception
24 May'23 Neural Network A Simple Perception
25 May'23 Tensorflow Installation Environment Setup For Deep Learning
26 May'23 Tensorflow Installation Environment Setup For Deep Learning
27 May'23 Tensorflow Network Building & Tracking
28 May'23 Pytorch Fundamentals
29 May'23 Pytorch Fundamentals
30 May'23 Convolution Neural Networks
31 May'23 Convolution Neural Networks
1 Jun'23 Convolution Neural Networks
2 Jun'23 Convolution Neural Networks
3 Jun'23 Convolution Neural Networks
4 Jun'23 Convolution Neural Networks
5 Jun'23 Image Classification Architectures
6 Jun'23 Image Classification Architectures
7 Jun'23 Image Classification Architectures
8 Jun'23 Image Classification Architectures
9 Jun'23 Image Classification Architectures
10 Jun'23 Image Classification Architectures
11 Jun'23 Image Classification Architectures
12 Jun'23 Object Detection Architectures RCNN Family
13 Jun'23 Object Detection Architectures RCNN Family
14 Jun'23 Yolo V5 Custom Training
16 Jun'23 Yolo V6 Custom Training
17 Jun'23 Yolo V6 Custom Training
18 Jun'23 Yolo V7 Custom Training
19 Jun'23 Yolo V7 Custom Training
20 Jun'23 Detecron2 Custom Training
21 Jun'23 Detecron2 Custom Training
22 Jun'23 TFOD2 Custom Training
23 Jun'23 TFOD2 Custom Training
24 Jun'23 Image Segmentation
25 Jun'23 Image Segmentation
From Bounding Box To Polygon Masks 26 Jun'23 Image Segmentation
27 Jun'23 Maskrcnn Practical With Detectron2
28 Jun'23 Maskrcnn Practical With Detectron2
29 Jun'23 Face Recognition
30 Jun'23 Face Recognition
2 July'23 Object Tracking
3 July'23 Object Tracking
4 July'23 Object Tracking
5 July'23 Object Tracking
6 July'23 Object Tracking
7 July'23 Object Tracking
8 July'23 Object Tracking
9 July'23 Object Tracking
10 July'23 Practicals Object Tracking With Detection
11 July'23 Practicals Object Tracking With Detection
12 July'23 Practicals Object Tracking With Detection
14 July'23 GANs
15 July'23 GANs
22 July'23 NLP Introduction
23 July'23 Text Processing For NLP
24 July'23 Text Processing For NLP
25 July'23 Text Processing For NLP
26 July'23 Useful NLP Libraries
27 July'23 Useful NLP Libraries
28 July'23 Useful NLP Libraries
29 July'23 NLP Networks
30 July'23 NLP Networks
31 July'23 NLP Networks
1 Aug'23 NLP Networks
2 Aug'23 NLP Networks
3 Aug'23 Attention Based Model
4 Aug'23 Attention Based Model
5 Aug'23 Transfer Learning In NLP
16 Aug'23 Big Data Introduction
17 Aug'23 Hadoop
18 Aug'23 Spark
19 Aug'23 Spark ML Part 1
21 Aug'23 Apache Kafka
22 Aug'23 Tableau
23 Aug'23 Tableau PART-2
24 Aug'23 Tableau PART-3
25 Aug'23 PowerBI
26 Aug'23 PowerBI PART-2
27 Aug'23 PowerBI PART-3
28 Aug'23 PowerBI PART-4
29 Aug'23 PowerBI PART-5
30 Aug'23 Resume Preparation For Jobs
31 Aug'23 Interview Preparation
1 Sep'23 Profile Building
2 Sep'23 Apply For Jobs