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Machine Learning

Development

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What Will I Learn?

This comprehensive course will be your guide to learning how to use the power of Python to analyze data, create beautiful visualizations, and use powerful machine learning algorithms!

Data Scientist has been ranked the number one job on Glassdoor and the average salary of a data scientist is over $120,000 in the United States according to Indeed! Data Science is a rewarding career that allows you to solve some of the world's most interesting problems!

This course is designed for both beginners with some programming experience or experienced developers looking to make the jump to Data Science!

Additionally, this course can help your reach your dream job by providing common interview questions in this field. 

Description

  • Python 
  • Artificial intelligence concepts 
  • common interview questions in the field of machine learning 
  • Visualisation 
  • Various machine learning modelling techniques 
  • Data engineering
  • Data mining process 
  • Data science
  • Excel shortcuts 
  • Statistics 
  • Natural Language Processing 
  • Modelling in MS Excel
  • Numpy and Pandas 
  • Tenserflow 

1. Python

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1 Fundamentals of Python Programming Buy Course
2 Guide to Python Print Function Buy Course
3 Python Machine Learning Projects Buy Course
4 Bayesian Optimization in Python Buy Course
5 Grid Searching in ML Explanation and Python Buy Course
6 Group by Rank Concatenation in Pandas Buy Course
7 Introduction of Python Programming Buy Course
8 Introduction to Python Buy Course
9 Introduction to Python - 2019 Brown University Buy Course
10 Learning Python From Zero to Hero Buy Course
11 Learning with Python like a computer scientist Buy Course
12 Linear Algebra in Python Buy Course
13 Machine Learning Projects in Python Buy Course
14 Natural Language Processing NLP with Python Buy Course
15 NUMPY EXERCISES Buy Course
16 Numpy Tutorial Buy Course
17 Pandas Buy Course
18 Python Algorithms Buy Course
19 Python code for AI Buy Course
20 Python data analysis with Pandas Buy Course
21 Python for Finance Buy Course
22 Python From Zero to Hero Buy Course
23 Python lambda Functions Buy Course
24 Python Libraries for Interpretable Machine Learning Buy Course
25 Python Notes for Professionals Buy Course
26 Statistics and Visualization with Python Plotly Buy Course
27 Think stats data analysis in Python Buy Course
28 Storing and Accessing Images in Python Buy Course
29 Time Series Analysis in Python Buy Course
30 Train Test Split and Cross Validation in Python Buy Course
31 ggplot2 Buy Course
32 Statistics and Visualization with Python Plotly Buy Course

2. Statistics

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1 Introduction to Statistical Machine Learning Buy Course
2 Introduction to Statistics for Data Science Buy Course
3 Statistics Cheat Sheet Buy Course

3. Machine Learning and Artificial Intelligence

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1 Hands On Guide to Automated Feature Engineering Buy Course
2 Hands on Guide to Transfer Learning Buy Course
3 How_Bayes_Theorem_is_applied_in_Machine_Learning Buy Course
4 Important Model Evaluation Metrics Everyone should know Buy Course
5 Integrated Analytics Buy Course
6 Introduction to Statistical Machine Learning Buy Course
7 LDA Topic Models with an Application in Hotel Reviews Buy Course
8 Linear Algebra for Machine Learning Buy Course
9 Machine Learning Algorithms Buy Course
10 Machine Learning for Everyone Buy Course
11 Machine Learning for Marketers Buy Course
12 Machine Learning Yearning Buy Course
13 Machine Learning Projects in Python Buy Course
14 Mathematics for Machine Learning Buy Course
15 ML_projects Buy Course
16 Modelling in MS Excel Buy Course
17 Natural Language Processing NLP with Python Buy Course
18 Natural Language Processing With Python Buy Course
19 NLP Buy Course
20 Outlier Detection Buy Course
21 Predict Employee Retention Using Keras and TensorFlow Buy Course
22 Python code for AI Buy Course
23 Rules of Machine Learning Buy Course
24 Tensorflow Explained Buy Course
25 The Problem of Overfitting Buy Course
26 The Ultimate Guide to Data Cleaning for machine learning Buy Course
27 Top 10 Machine Learning Projects for Beginners Buy Course
28 Transfer Learning Buy Course
29 Variable Frequency Drives VFD Theory Commissioning Buy Course
30 What is Artificial Intelligence Buy Course
31 Supervised Machine Learning Buy Course
32 6 Steps Field Guide for Building Machine Learning Projects Buy Course
33 Learn Apache Buy Course
34 100 Days of Machine Learning Buy Course
35 A Comprehensive Guide to Build your own Language Model Buy Course
36 AI Race Buy Course
37 Batchnorm alternatives in Deep Learning Buy Course
38 Bayesian Optimization in Python Buy Course
39 Bayesian Programming Bayesian Bandits explained simply Buy Course
40 Building Convolutional Neural Network from Scratch Buy Course
41 Decision Tree Tutorial Buy Course
42 Deep Learning Buy Course
43 Deploying Machine Learning Models Buy Course
44 Feature Engineering and Selection Buy Course
45 Grapefruit Classification with Deep Learning Buy Course
46 Grid Searching in ML Explanation and Python Buy Course

4. Visualization

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1 Art of Effective Visualization of Multi dimensional Data Buy Course
2 Awesome Visualization Techniques Show
3 Data Visualization Show
4 Data Visualization How to Pick the Right Chart Type Show
5 Data Visualization In Python Plotly Buy Course

5. Data Science and Data Mining

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1 Common Data Science Pitfalls Buy Course
2 Big Data Analytics Buy Course
3 Business Leaders Data Science Cheatsheet Buy Course
4 Data Engineering Cookbook Buy Course
5 Data Mining Process Buy Course
6 Data Science Cheatsheet Buy Course
7 Data Science From Scratch Buy Course
8 Data Science Tutorial Buy Course
9 Data Scientist's Guide to APACHE SPARK Buy Course
10 Genetic Algorithms their application in data science Buy Course
11 Excel Shortcuts CHEAT SHEET Buy Course
12 Free resources to Supercharge your Data Science Career Buy Course
13 Longitudinal Data Analysis Buy Course
14 Introduction to Statistics for Data Science in Python Buy Course
15 Statistics Cheatsheet for Data Scientists Buy Course

6. Interview Questions

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1 Data Analyst Interview Questions and Answers Buy Course
2 40 Artificial Intelligence Interview Questions Answers Buy Course
3 41 Machine Learning Interview Questions Answers Buy Course
4 100 Pages python Interview Buy Course
5 Machine Learning Interview Questions Buy Course
6 Top 100 Python Interview Questions and Answers Buy Course

There is not requirements for this course

$70

Language: English

Sharable Certificate

Level: Beginner

Access: Self Paced

Documents: 107

Videos: 107

Tests: 0

Published Date: 2022/03/25

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