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Programming, data science, ML - free courses by Big Data Specialist

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Logo of telegram channel bigdataspecialist — Programming, data science, ML - free courses by Big Data Specialist
Channel address: @bigdataspecialist
Categories: Technologies , Education
Language: English
Subscribers: 27.84K
Description from channel

Free courses and learning materials:
Data science
ML
AI
Programming
Contact: @mldatascientist
Buy ads: https://telega.io/c/bigdataspecialist
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Ig: https://www.instagram.com/bigdataspecialist
https://discord.gg/f4sXD37H9q

Ratings & Reviews

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The latest Messages 5

2022-06-05 11:18:28 Deep Learning free courses

Introduction to Deep Learning

10 video lesson
Duration : 1 week worth of material
Self paced
Notes, Labs and many more
Projects, Competitions
Teacher: Alexander Amini, Ava Soleimany
Source: MIT
Course link

Practical Deep Learning For Coders
8 video lessons
Book Read online
Notes, Labs and many more
Duration : 7 weeks long, 10 hours a week
Self paced
Teacher: Jeremy Howard
Source: fast.ai
Course link

Deep Learning
by Kaggle
13 video lesson
Duration : 2 hours worth of material
Course link

Learn Deep Learning and TensorFlow, without a Ph.D.
8 video lesson
Duration : 3 hours worth of material
Self paced
Notes, slides
Teacher: Martin Görner
Source: Google Cloud
Course link

Explore Deep Learning for Natural Language Processing
9 video lesson
Duration : 7-8 hours worth of material
Self paced
Resource: Trailhead
Course link

Deep Learning Summer School
35 video lesson
Duration : 35+ hours
Self paced
Resource: deeplearning
Course link

Deep Learning Prerequisites: The Numpy Stack in Python V2
Rating : 4.5 out of 5
Students : 2230
Duration : 1hr 59min
Created by Lazy Programmer Team, Lazy Programmer Inc.
Course link

AI 101 Video Presentation
presentation given by : MIT’s Brandon Leshchinskiy
Presentation link

Deep Learning in Life Sciences - Spring 2021
22 video lesson
Duration : 31 hours worth of material
Self paced
Teacher: Manolis Kellis
Resource: Class Central
Course link

Intro to Deep Learning
by Kaggle
Use TensorFlow and Keras to build and train neural networks for structured data.
Duration : 4 hours
Course link


Deep Learning An MIT Press book
Authers: Ian Goodfellow, Yoshua Bengio and Aaron Courville
Book link

#Deep_Learning #deeplearning #dl #machinelearning

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2.0K viewsedited  08:18
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2022-06-02 10:28:37 6 Tips to Study Coding Effectively
by UFV Academic Success Centre

1. Don’t just read the code example—Type it out and then create a similar one
A code sample is the representation of the idea or program.
Type it in your own words to understand how the five components are working together.
Create a similar sample to understand the abstract of the program.
Try some code challenges from some well-known websites, such as leetcode, codewars, and
topcoders.

2. Practice and keep track of what you have learned
Practice makes perfect.
As a programmer, you often can have some repetitive tasks. Keeping track of what you learn will
help you quickly refer back to the tasks you have done.
Document what you have learned. Documentation is a good resource to help you look up the
algorithm/solution and repetitive tasks easily and increase your productivity rapidly.

3. Try to create, then build your own program
Apply what you have learned to a real-life example.
Building your own program brings you to the next level of program abstract and will help you feel
satisfied and accomplished with what you have learned.
When you come up with a solution, try a different approach. There is more than one right way to
do something, and searching for different solutions will help you develop your problem solving
skills.

4. Learn how to research and solve problems
Search for topics by specific keywords.
Learn how to research your problem when you get stuck. Some websites may help, such as
stackoverflow, stackexchange, github, and forums.
If you find a solution online, make sure you understand every line of code. You will learn more this
way rather than just copying and pasting it into your project.

5. Take a break while debugging
Consider taking break to clear your mind when you encounter difficult bug.
Stepping away for a few hours will allow you to return with a fresh perspective.

6. Things to avoid
Perfection: As a beginner, improving your coding skills and problem solving are more important
than making your code perfect. Seeking perfection will cause you to procrastinate instead of
progress. Remember that mistakes are opportunities to learn.
Comparison: Never compare your code style/knowledge with anyone else. You will end up being
disappointed and demotivated. Practice and trust yourself.
Complexity: Learn how to break a problem into smaller problems, so you can conquer it more
easily.
A good programmer is able to make a program simpler and less complex. Make it work first, then
make it right, finally make it fast. “Simplicity is the ultimate sophistication,” said Leonardo Da Vinci.


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2.0K views07:28
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2022-06-01 15:24:33
A truly good channel about startups, technologies and innovations that allow humanity not only to survive but to create a happier society and a stable ecosystem.

Check out and join Tech for Good
1.2K views12:24
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2022-06-01 10:23:01 Creating Video Games

Free Online Course
45 video lesson
Duration: 34 hours
Teachers: Philip B. Tan , Richard Eberhardt , Sara Verrilli and Andrew Grant
Resource: MIT OpenCourseWare

https://www.classcentral.com/course/mit-opencourseware-creating-video-games-fall-2014-40923/classroom

#Video #Games

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1.7K views07:23
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2022-05-31 10:43:02
IT Network is a brand new social network for IT, where influencers can earn on content!

In the app you can:
- Get access to unique content
- Communicate with IT experts
- Receive interesting job offers
- Discuss your projects with the community
- Get help and support

Try it on Google Play and App Store
1.2K views07:43
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2022-05-30 12:55:06 Virtual Reality

Free Online Course
71 video lesson
Duration: 21 hours
Self paced
Beginner level

https://www.classcentral.com/course/youtube-computer-science-virtual-reality-47915/classroom

#Virtual #Reality #Virtual_Reality

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2.1K viewsedited  09:55
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2022-05-29 15:00:51 Apache Airflow free courses
This was also your request. It's pretty specific so probably not all are going to find it useful.
We will share other courses from your requests soon.

Apache Airflow
34 video lesson
Duration : 6 hours worth of material
Teacher: Marc Lamberti
Course link

Airflow - zero to hero
7 video lessons
Duration : 1-2 hours worth of material
Course link

Apache Airflow with Python
11 video lessons
Duration : 1-2 hrs
Course link

Airflow 2.0
5 video lesson
Duration : 1-2 hours worth of material
Teacher: CodinEric
Course link

THE ULTIMATE GUIDE TO APACHE AIRFLOW (No Video)
Read online
Resource: Qubole
Course link

Apache Airflow Tutorial (No Video)
by: Rafael Pierre
Part 1: Data Pipeline Orchestration on Steroids
Part 2: Complete Guide for a Basic Production Installation Using LocalExecutor

Official tutorial
https://airflow.apache.org/docs/apache-airflow/stable/tutorial.html

Data Pipelines with Apache Airflow book
Authors: Bas Harenslak, Julian de Ruiter
482 pages
Book link


#Apache #Airflow #Airflow_with_Python

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1.4K views12:00
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2022-05-29 12:26:40 Hey folks,

A friend of mine is involved in creating a platform which can help you to build chatbots without any coding knowledge at all. Could I ask you to give them support by following their page on Instagram? Their product is great, but their Ig page is still pretty small, so your follow would be pretty helpful - https://www.instagram.com/inqoob_english/

They also have a telegram channel where you can apply to be a tester of their product and to share your ideas with them. You can join there as well .

They have agreed to be a sponsor of our giveaways, so they will help me pay premium courses you asked for! We are very grateful for that! Thanks Inqoob.

And also thank you guys for being a great community!

Btw new batch of courses on your request is ready and will be shared later today
1.7K views09:26
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2022-05-27 10:20:05 ELEMENTS OF SOFTWARE CONSTRUCTION

You
will have the skills to develop a small to medium-scale software system from scratch: formulating and analyzing the problem to be solved; exploring and articulating candidate designs; implementing in Java; and using testing and reasoning to ensure quality.

Free Online Course
Programming
Problem Sets
Lecture Notes
Duration: 80 minutes per week
Projects
Self paced
Assignments with Examples

https://ocw.mit.edu/courses/6-005-elements-of-software-construction-fall-2008/pages/syllabus/

#Software #Elements #Software_Construction

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1.9K views07:20
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2022-05-26 15:08:29 Artificial Neural Networks (ANN) with Keras in Python and R

Rating : 4.7 out of 5
Duration : 11 hours on-demand video
Students : 143,495
Created by: Start-Tech Academy

Course link

Note: Free coupon is inserted in URL. Courses are FREE FOR FIRST 1000 enrollments

#ai #ml #neural_networks #machine_learning #data_science #deep_learning

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2.5K views12:08
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