March 2

How To Improve Your Data Science Game

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Some of the very best courses on data analytics for Data Science can be found at Udemy, and if you're looking for Data Science bootcamp type courses, then you're in the right place.

There are loads of Data Science bootcamp courses at Udemy - so many that it can be difficult knowing where to start.

In this blog post I'm going to introduce you to the best Data Science bootcamp courses, the best data strategy courses and the best courses on data analytics for Data Science.

I'll show you the best data mining courses, the best Big Data courses and the best Hadoop courses.

Here you'll also find the best Apache Spark courses and the best PySpark courses too.

That's not all - for those of you looking to build a career in Data Science I'll show you the best courses for those needing a Data Science career guide.

Oh, yes, and there are some surprise courses at the end, so stick around and check them out!

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Data Science Bootcamp Courses at Udemy

There's no doubt about it - Data Science is big news right now.

We see it on the news every day, the increasing number of news stories about Big Data, the Internet of ThingsDeep LearningArtificial Intelligence, smart cars, smart cities, smart politicians.

OK, maybe I went a bit too far with that last one...

There's also a great appetite for learning about Data Science too, and Udemy provides some of the best Data Science bootcamp courses online.

Often taught by University Professors or the best and brightest in industry, you can get an online education at Udemy that is every bit as good as a University degree, and for a fraction of the price.

I have gathered together the best Data Science bootcamp courses at Udemy to save you the trouble of searching through the thousands that they offer (many of which, to be honest, are rubbish).

Best Data Science Bootcamp Courses at Udemy #udemy #courses #datascience #machinelearning @chi2innovations

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FYI - this blog post is part of a series of 7 posts on learning how to be a Data Science Ninja, which also includes posts on statistics, python programming, data viz and other stuff. You can find all the other posts in the series below (and there's a reminder at the foot of the post too).

Jump Station

This blog post is part of a series of 7 posts on learning how to be a Data Science Ninja.

For more detail, choose from the other options below:

Learn To Be A Data Science Ninja – The Easy Way
How To Improve Your Data Science Game
Data Science – Statistics Should Be Your First Focus
Essential Python Courses For Highly Successful Data Scientists
How To Sharpen Your R Programming Skills
The 3 Step Survival Guide To Machine Learning
New To Data Visualisation? Here’s 3 Things You Need To Know

What to Expect in Data Science Bootcamp Courses

Data Science is an incredibly broad field, and is an amalgam of many other disciplines.

In any Data Science bootcamp style course you should expect to see lessons in some (but probably not all) of the following:

  • Big Data
  • Data mining
  • Data handling
  • Mathematics
  • Data analysis and statistics
  • Programming (usually in Python or R)
  • Machine Learning & Deep Learning
  • Data visualisation
  • Data ethics

While learning all these subjects would be incredibly useful to anyone on a Data Science career track, there are also lots of tools that you might come across in Data Science too, such as:

  • Hadoop
  • Apache Spark
  • PySpark
  • Flume
  • Pig
  • MongoDB
  • MapReduce
  • Scala
  • Bokeh

The list of Data Science subjects and tools is endless, and it'll take you a lifetime to master them all. Yes, really. A lifetime!

Best Resources to Improve Your Data Science Skills

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Data Science Bootcamps - Udemy to the Rescue!

Fortunately, help is at hand - you can get pretty much everything you need at Udemy when you're just starting a career in Data Science - and when you're looking to level up with new skills.

If you're looking for affordable courses, there is no better place to get them than at Udemy. Courses are usually advertised at prices up to £/$/Euro 200 but there are sales on pretty much every week and courses are then deeply discounted to around the £/$/Euro 10 mark - so take advantage and grab them while you can!

A quick reminder - once you've enrolled for a particular course, you get lifetime access to it, even when the course is updated.

The courses below are Udemy's top selling and top rated Data Science bootcamp courses. They really are very popular and deserve the tag as some of the best data science courses online!

Further down I'll show you the best data strategy courses and the best courses on data analytics for Data Science, the best data mining courses, the best Big Data courses and the best Hadoop courses, the best Apache Spark courses and the best PySpark courses too.

You'll also find the best courses for those needing a Data Science career guide.

Top 3: Data Science Bootcamp Courses

The 3 courses highlighted below are the very best Data Science bootcamp courses at Udemy.

I chose these because they introduce a good range of the disciplines needed if you want to build a career in Data Science.

#1

The Data Science Course 2021: Complete Data Science Bootcamp

365 Careers

4.6 of 5 stars

Complete Data Science Training: Mathematics, Statistics, Python, Advanced Statistics in Python, Machine & Deep Learning

As a candidate data scientist, you must understand the ins and outs of each of these areas and recognise the appropriate approach to solving a problem. This ‘Intro to data and data science’ will give you a comprehensive look at all these buzzwords and where they fit in the realm of data science.

COURSE DESCRIPTION

Data science is a multidisciplinary field. It encompasses a wide range of topics.   

  • Understanding of the data science field and the type of analysis carried out
  • Mathematics
  • Statistics
  • Python
  • Applying advanced statistical techniques in Python
  • Data Visualization
  • Machine Learning
  • Deep Learning

Each of these topics builds on the previous ones. And you risk getting lost along the way if you don’t acquire these skills in the right order.

So, in an effort to create the most effective, time-efficient, and structured data science training available online, we created The Data Science Course 2021.

We believe this is the first training program that solves the biggest challenge to entering the data science field – having all the necessary resources in one place.

Moreover, our focus is to teach topics that flow smoothly and complement each other. The course teaches you everything you need to know to become a data scientist at a fraction of the cost of traditional programs (not to mention the amount of time you will save).

#2

Data Science A-Z: Real-Life Data Science Exercises Included

Kirill Eremenko

4.6 of 5 stars

Learn Data Science step by step through real Analytics examples. Data Mining, Modeling, Tableau Visualization and more!

Extremely Hands-On... Incredibly Practical... Unbelievably Real!

In this course you WILL experience firsthand all of the PAIN a Data Scientist goes through on a daily basis. Corrupt data, anomalies, irregularities - you name it!

This course will give you so much practical exercises that real world will seem like a piece of cake when you graduate this class.

COURSE DESCRIPTION

Extremely Hands-On... Incredibly Practical... Unbelievably Real!

This is not one of those fluffy classes where everything works out just the way it should and your training is smooth sailing. This course throws you into the deep end.

In this course you WILL experience firsthand all of the PAIN a Data Scientist goes through on a daily basis. Corrupt data, anomalies, irregularities - you name it!

This course will give you a full overview of the Data Science journey. Upon completing this course you will know:

  • How to clean and prepare your data for analysis
  • How to perform basic visualisation of your data
  • How to model your data
  • How to curve-fit your data
  • And finally, how to present your findings and wow the audience

This course will give you so much practical exercises that real world will seem like a piece of cake when you graduate this class. This course has homework exercises that are so thought provoking and challenging that you will want to cry... But you won't give up! You will crush it. In this course you will develop a good understanding of the following tools:

  • SQL
  • SSIS
  • Tableau
  • Gretl

This course has pre-planned pathways. Using these pathways you can navigate the course and combine sections into YOUR OWN journey that will get you the skills that YOU need.

Or you can do the whole course and set yourself up for an incredible career in Data Science.

#3

Data Science 2021: Complete Data Science & Machine Learning

Jitesh Khurkhuriya

4.5 of 5 stars

Machine Learning A-Z, Data Science, Python for Machine Learning, Math for Machine Learning, Statistics for Data Science

Data Science and Machine Learning are the hottest skills in demand but challenging to learn.

This Data Science and Machine Learning course has 11 projects, 250+ lectures, more than 25+ hours of content, one Kaggle competition project with top 1 percentile score, code templates and various quizzes.

COURSE DESCRIPTION

This Data Science and Machine Learning course has 11 projects, 250+ lectures, more than 25+ hours of content, one Kaggle competition project with top 1 percentile score, code templates and various quizzes.

We are going to execute following real-life projects,

  • Kaggle Bike Demand Prediction from Kaggle competition
  • Automation of the Loan Approval process
  • The famous IRIS Classification
  • Adult Income Predictions from US Census Dataset
  • Bank Telemarketing Predictions
  • Breast Cancer Predictions
  • Predict Diabetes using Prima Indians Diabetes Dataset

This is one comprehensive course on Data Science and Machine Learning that teaches you everything required to learn Data Science and Machine Learning using the simplest examples with great depth.

Another 3: Data Science Bootcamp Courses

To be honest, I intended only recommending 3 Data Science bootcamps in this blog post, but I just couldn't narrow it down to 3, so I'm recommending another 3.

These next 3 Data Science bootcamps are by no means inferior to those listed above.

So here we are, another 3 of the best Data Science bootcamp courses online:

Top 3: Data Strategy Courses

Interestingly, there are some great data strategy courses at Udemy that teach you, as much as anything else, how to think about handling and analysing data, and how to build data strategies.

This is an incredibly valuable skill, and if you're looking for the best courses on data analytics for Data Science or data strategy courses, I suggest you check out the best of them:

Top 3: Data Mining Courses (in R)

A tricky but underrated Data Science skill is that of data mining. Get it right and your analysis will go smoothly, but get it wrong and you can be in a world of hurt for months trying to get the data in the right shape to be able to analyse it.

If you want to get it right first time, check out my top 3 picks of the best data mining courses at Udemy:

Another 3: Data Mining Courses

If my top 3 picks of the best data mining courses at Udemy don't get you excited, you could do worse than check out this next bunch.

They are also very highly rated and very popular:

Top 3: Big Data Courses

If you ever need to handle Big Data, then you're sitting right at the heart of Data Science.

These days, handling Big Data requires you to use specialised tools, so it's no surprise to see many Big Data courses focusing on the tools rather than the strategies.

The next 3 are my pick of the best Big Data courses at Udemy:

Another 3: Big Data Courses

There are loads of Big Data courses at Udemy, so if my pick of the best 3 Big Data courses didn't tickle your fancy, you might want to check out this next 3:

Top 3: Best Hadoop Courses

Apache Hadoop is a piece of software that allows you to use a network of computers to solve problems involving massive amounts of data and computation.

This is something I used to do back in the Noughties before Hadoop was a thing - even before Data Science was a thing. Now you have great programs to help you do it on a bigger scale than I could have imagined.

If you're in need of huge computing power, you should check out my top 3 picks of the best Hadoop courses at Udemy:

Another 3: Best Hadoop Courses

If my top 3 picks of the best Hadoop courses weren't quite for you, you might like to take a check out some more. The next 3 Hadoop courses are just as good, and feature cute pictures of small elephants!

Top 3: Apache Spark Courses

Apache Spark is an alternative to Hadoop, and has the early reputation of being faster, particularly for Machine Learning applications.

If you're ready to make the switch to Spark, here are my pick of the top 3 Apache Spark courses at Udemy:

Top 3: PySpark Courses

PySpark is a Python API that is used to support Apache Spark. If you're a Python programmer that needs high-powered distributed computing, then PySpark should probably be your go-to.

Here are my top 3 picks of the best PySpark courses at Udemy:

Another 3: PySpark Courses

Despite Spark and PySpark being relatively new, there sure are lots of PySpark courses at Udemy!

If my pick of the best 3 PySpark courses wasn't right for you, then here are another 3 great PySpark courses for your consideration:

Top 3 Courses: Data Science Career Guide

Whatever stage you're at when you're looking to build a career in Data Science, sooner or later you're going to be sitting in a job interview.

You need to be prepared or you're not going to be successful! Starting a career in Data Science is hard enough, but when it comes to the interview process you're competing against others that will probably have advantages over you, so you need to be prepared for anything.

If you're on a Data Science career track and you want to be ready for those awkward questions or whether you're still building a career in Data Science, a Data Science career guide would be a helpful thing to have.

That's just what we have here!

The next 3 courses are my pick of the best Data Science career guides at Udemy:

Top 3: 'Other Interesting' Data Science Courses

There are just soooo many great Data Science courses at Udemy.

There are other interesting courses too, some of them that defy categorisation, so I thought I'd have a little section here at the end to highlight some more interesting Data Science courses that might just take your fancy.

Here are our top 3 picks:

Another 3: 'Other Interesting' Data Science Courses

And here are another 3 interesting courses that you might like to try out:

Data Science Books

If courses aren't really your thing and you prefer to learn by reading a good book, we have a post dedicated to The Best Data Science Books.

Check them out - you won't be disappointed!

45+ Awesome Gifts for Data Scientists, Statisticians and Other Geeks
Computational Statistics is the New Holy Grail – Experts
3 Crucial Tips for Data Processing and Analysis
Free Must-Read Statistics Books for Aspiring Data Scientists
Correlation Is Not Causation – Pirates Prove It!
Fantastic Free Data Science Books for Aspiring Data Scientists
3 Great Data Science Books for Aspiring Data Scientists

Best Data Science Bootcamps - Summary

There are loads of Data Science courses at Udemy, not just the ones listed above. If none of these take your fancy, have a look around and I'm sure you'll find others that might just hit the spot.

If you discover any better courses out there, let me know - I may add it to this blog post!

Final word - when you've done any of these courses, please return and leave some feedback and a review in the comments below. If you loved the course, great - come and tell us. If you hated it, that's great too - leave a comment saying what you didn't like about it.

Jump Station

This blog post is part of a series of 7 posts on learning how to be a Data Science Ninja.

For more detail, choose from the other options below:

Learn To Be A Data Science Ninja – The Easy Way
How To Improve Your Data Science Game
Data Science – Statistics Should Be Your First Focus
Essential Python Courses For Highly Successful Data Scientists
How To Sharpen Your R Programming Skills
The 3 Step Survival Guide To Machine Learning
New To Data Visualisation? Here’s 3 Things You Need To Know
Check out the Most Popular Data Science Courses at Udemy #datasciencelearning #datascience

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data science courses, data science ninja courses


Lee Baker

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About the Author

Lee Baker is an award-winning software creator that lives behind a keyboard in a darkened room. Illuminated only by the light from his monitor, he aspires to finding the light switch.With decades of experience in science, statistics and artificial intelligence, he has a passion for telling stories with data, yet despite explaining it a dozen times, his mother still doesn’t understand what he does for a living.Insisting that data analysis is much simpler than we think it is, he creates friendly, easy-to-understand video courses that teach the fundamentals of data analysis and statistics.As the CEO of Chi-Squared Innovations, one day he’d like to retire to do something simpler, like crocodile wrestling.

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