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Statistics for Data Science using Python
#python #udemy #statistics
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Statistics for Data Science using Python
#python #udemy #statistics
Join @coursenuggets for more 💸
✅🔗Link🔗✅
Udemy
Statistics for Data Science using Python
Statistics you need in the office: Core of Statistics, Inferential & Descriptive statistics, Hypothesis testing,
Google launches end to end AI platform
#AI
@kdnuggets @datasciencechats
https://techcrunch.com/2019/04/10/google-expands-its-ai-services/
#AI
@kdnuggets @datasciencechats
https://techcrunch.com/2019/04/10/google-expands-its-ai-services/
Python Discussions Group. Everything about Python programming AI, ML, AI
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Telegram
Python Nuggets
Python Discussions Group. Everything about Python programming AI, ML, AI
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Datascience landscape
@kdnuggets @datasciencechats
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Data Science Nuggets
Datascience Landscape #datascience #machinelearning #artificialintelligence #deeplearning #ai #coding #data #programming #python #bigdata #programmer #technology #dataanalytics #javascript #tech #ml #robotics #datascientist #developer #analytics #code #datamining…
Business Analytics
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Data Science Nuggets
Business Analytics overview #machinelearning #artificialintelligence #ai #coding #deeplearning #programming #python #datascience #technology #developer #javascript #startup #programmer #iot #coder #tech #bigdata #linux #php #html #computerscience #programmers…
#beginner #datascience
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https://www.livemint.com/technology/tech-news/microsoft-to-teach-coding-data-science-through-netflix-series/amp-11603789906832.html
@kdnuggets @datasciencechats
https://www.livemint.com/technology/tech-news/microsoft-to-teach-coding-data-science-through-netflix-series/amp-11603789906832.html
mint
Microsoft to teach coding, data science with the help of a Netflix series
The new learn module goes through the basic but core concepts of important technologies like Artificial intelligence, data science and machine learning
#machinelearning #ai
@kdnuggets @datasciencechats
https://blogs.microsoft.com/ai/lobe-machine-learning/
@kdnuggets @datasciencechats
https://blogs.microsoft.com/ai/lobe-machine-learning/
Microsoft
From beekeepers to ocean mappers, Lobe aims to make it easy for anyone to train machine learning models
The free app aims to make machine learning easier for people to use and helps them train models without writing code.
R programming Discussions Group. Everything about R programming
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R Nuggets
R programming Discussions Group. Everything about Python programming AI, ML, AI
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@kdnuggets @datasciencechats
#kaggle #machinelearning #datascience #python
https://youtu.be/5IBnuauBvkQ
#kaggle #machinelearning #datascience #python
https://youtu.be/5IBnuauBvkQ
YouTube
Pneumonia Classification on X-rays using TensorFlow and Tensor Processing Units (TPUs) | Kaggle
TIMESTAMPS
0:00 Introduction
0:23 Load the data
0:55 Visualize the dataset
1:31 Build the CNN (convolutional neural network)
3:55 Correct for data imbalance
5:52 Fine tune the model
7:08 Visualizing model performance
7:29 Predict and evaluate results
Machine…
0:00 Introduction
0:23 Load the data
0:55 Visualize the dataset
1:31 Build the CNN (convolutional neural network)
3:55 Correct for data imbalance
5:52 Fine tune the model
7:08 Visualizing model performance
7:29 Predict and evaluate results
Machine…
Top 10 Statistics Concepts for Job Interview
1. Mean, Median and Mode
2. Variance and Standard Deviation
3. Central Limit Theorem
4. Confidence Interval
5. Confidence Level and p-value
6. Sample Size Estimation
7. Hypothesis Testing
8. Z-test and t-test
9. Chi-Square test
10. ANOVA
Top 10 Probability Distributions for Job Interview
1. Normal
2. Uniform
3. Bernoulli
4. Binomial
5. Poisson
6. t
7. F
9. Chi-square
10. Geometric
Top 10 Python Libraries for Job Interview
1. numpy
2. scipy
3. pandas
4. scikit-learn
5. matplotlib
6. seaborn
7. XGBoost
8. tensorflow
9. keras
10. pytorch
Top 10 Machine Learning Algorithms for Job Interview
1. Linear Regression
2. Logistic Regression
3. Decision Tree
4. Random Forest
5. Gradient Boosting Machine
6. XGBoost
7. SVM
8. Clustering
9. PCA
10. Neural Networks
@kdnuggets @datasciencechats
#beginner #DataScience #MachineLearning #Statistics #Interview #Job
Credit Dr. Angshuman Ghosh
1. Mean, Median and Mode
2. Variance and Standard Deviation
3. Central Limit Theorem
4. Confidence Interval
5. Confidence Level and p-value
6. Sample Size Estimation
7. Hypothesis Testing
8. Z-test and t-test
9. Chi-Square test
10. ANOVA
Top 10 Probability Distributions for Job Interview
1. Normal
2. Uniform
3. Bernoulli
4. Binomial
5. Poisson
6. t
7. F
9. Chi-square
10. Geometric
Top 10 Python Libraries for Job Interview
1. numpy
2. scipy
3. pandas
4. scikit-learn
5. matplotlib
6. seaborn
7. XGBoost
8. tensorflow
9. keras
10. pytorch
Top 10 Machine Learning Algorithms for Job Interview
1. Linear Regression
2. Logistic Regression
3. Decision Tree
4. Random Forest
5. Gradient Boosting Machine
6. XGBoost
7. SVM
8. Clustering
9. PCA
10. Neural Networks
@kdnuggets @datasciencechats
#beginner #DataScience #MachineLearning #Statistics #Interview #Job
Credit Dr. Angshuman Ghosh
#beginner #machinelearning
@kdnuggets @datasciencechats
https://www.kdnuggets.com/2020/08/machine-learning-field-guide.html
@kdnuggets @datasciencechats
https://www.kdnuggets.com/2020/08/machine-learning-field-guide.html
KDnuggets
The Machine Learning Field Guide - KDnuggets
This straightforward guide offers a structured overview of all machine learning prerequisites needed to start working on your project, including the complete data pipeline from importing and cleaning data to modelling and production.
Discussion group for Tableau enthusiasts
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Tableau Nuggets
Discussion group for Tableau enthusiasts
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