Courses in Python

Discover our range of online courses and learn at your own pace.

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Visualizing Time Series Data …
Visualizing Time Series Data in Python

Unlock the full potential of your data analysis skills with our in-depth course on Visualizing Time Series Data in Python! This course is expertly crafted …

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Cleaning Data in Python
Cleaning Data in Python

It's commonly said that data scientists spend 80% of their time cleaning and manipulating data and only 20% of their time analyzing it. The time …

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Understanding Machine Learning
Understanding Machine Learning

What's behind the machine learning hype? In this non-technical course, you’ll learn everything you’ve been too afraid to ask about machine learning. There’s no coding …

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Introduction to Functions in …
Introduction to Functions in Python

It's time to push forward and develop your Python chops even further. Python has tons of fantastic functions and a module ecosystem. However, as a …

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Data Manipulation with pandas
Data Manipulation with pandas

pandas is the world's most popular Python library, used for everything from data manipulation to data analysis. In this course, you'll learn how to manipulate …

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Joining Data with pandas
Joining Data with pandas

Being able to combine and work with multiple datasets is an essential skill for any aspiring Data Scientist. pandas is a crucial cornerstone of the …

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নামপাইয়ের পরিচিতি
নামপাইয়ের পরিচিতি

NumPy একটি অপরিহার্য পাইথন লাইব্রেরি। TensorFlow এবং scikit-learn ইনপুট হিসেবে NumPy অ্যারে ব্যবহার করে, এবং pandas ও Matplotlib NumPy এর উপরে নির্মিত। এই NumPy পরিচিতি …

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PyTorch for Deep Learning Boo…
PyTorch for Deep Learning Bootcamp

Are you ready to elevate your machine learning skills to the next level? Join our PyTorch for Deep Learning Bootcamp and unlock the power of …

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Introduction to Data Visualiz…
Introduction to Data Visualization with…

Seaborn is a powerful Python library that makes it easy to create informative and attractive data visualizations. This 4-hour course provides an introduction to how …

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পাইথনে কোডিং ইন্টারভিউ প্রশ্ন অন…
পাইথনে কোডিং ইন্টারভিউ প্রশ্ন অনুশীলন করা

কোডিং ইন্টারভিউগুলি চ্যালেঞ্জিং হতে পারে। আপনাকে একটি প্রোগ্রামিং ভাষার জ্ঞান পরীক্ষা করার জন্য প্রশ্ন করা হতে পারে। অন্যদিকে, আপনার চিন্তাভাবনা পরীক্ষা করার জন্য আপনাকে একটি …

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মার্কেটিং ক্যাম্পেইন বিশ্লেষণ প্যা…
মার্কেটিং ক্যাম্পেইন বিশ্লেষণ প্যান্ডাসের সাহ…

ডেটা সায়েন্সের প্রযুক্তিগত দক্ষতা অধ্যয়নের সময় একটি বড় চ্যালেঞ্জ হল এই দক্ষতা এবং ধারণাগুলি বাস্তব চাকরিতে কিভাবে রূপান্তরিত হয় তা বোঝা। আপনি যদি পাইথন এবং …

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Introduction to Statistics in…
Introduction to Statistics in Python

Statistics is the study of how to collect, analyze, and draw conclusions from data. It’s a hugely valuable tool that you can use to bring …

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পাইথনে ওয়েব স্ক্র্যাপিং
পাইথনে ওয়েব স্ক্র্যাপিং

ইন্টারনেটে সংরক্ষিত তথ্য পুনরুদ্ধার এবং বিশ্লেষণের জন্য সক্ষম টুল তৈরি করার ক্ষমতা ডেটা সায়েন্সের অনেক ক্ষেত্রে মূল্যবান ছিল এবং এখনও রয়েছে। এই কোর্সে, আপনি এইচটিএমএল …

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Preprocessing for Machine Lea…
Preprocessing for Machine Learning in P…

This course covers the basics of how and when to perform data preprocessing. This essential step in any machine learning project is when you get …

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Introduction to Python for De…
Introduction to Python for Developers

Are you eager to dive into the world of programming but don't know where to start? This course is for you, designed specifically for beginners …

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Writing Efficient Python Code
Writing Efficient Python Code

As a Data Scientist, the majority of your time should be spent gleaning actionable insights from data -- not waiting for your code to finish …

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Introduction to Apache Airflo…
Introduction to Apache Airflow in Python

Now Updated to Apache Airflow 2.7 - Delivering data on a schedule can be a manual process. You write scripts, add complex cron tasks, and …

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Sampling in Python
Sampling in Python

Unlock the full potential of data analysis with our comprehensive 'Sampling in Python' course! This essential program delves into the fundamental principles of inferential statistics …

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Software Engineering Principl…
Software Engineering Principles in Pyth…

Data scientists can experience huge benefits by learning concepts from the field of software engineering, allowing them to more easily reutilize their code and share …

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Machine Learning with Tree-Ba…
Machine Learning with Tree-Based Models…

This course offers a comprehensive examination of decision trees, which are supervised learning models employed for both classification and regression tasks. Tree models are highly …

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PyTorch for Deep Learning wit…
PyTorch for Deep Learning with Python B…

Unlock the power of deep learning with our comprehensive online course: PyTorch for Deep Learning with Python Bootcamp. This course is expertly designed to guide …

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PyTorch for Deep Learning and…
PyTorch for Deep Learning and Computer …

Unlock the power of artificial intelligence with our PyTorch for Deep Learning and Computer Vision course! This meticulously designed program takes you from absolute beginner …

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Experimental Design in Python
Experimental Design in Python

This course offers an in-depth understanding of experimental design and statistical analysis, equipping you to draw accurate conclusions from your data. You will investigate various …

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Writing Functions in Python
Writing Functions in Python

Once you have completed your analysis, generated your report, and trained your model, it's time to progress to the next stage. If you aim to …

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পাইথনে ওয়েব স্ক্র্যাপিং
পাইথনে ওয়েব স্ক্র্যাপিং

ইন্টারনেটে সংরক্ষিত তথ্য পুনরুদ্ধার এবং বিশ্লেষণের জন্য সক্ষম টুল তৈরি করার ক্ষমতা ডেটা সায়েন্সের অনেক ক্ষেত্রে মূল্যবান ছিল এবং এখনও রয়েছে। এই কোর্সে, আপনি এইচটিএমএল …

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পাইথনে ভৌগোলিক তথ্যের ভিজ্যুয়াল…
পাইথনে ভৌগোলিক তথ্যের ভিজ্যুয়ালাইজেশন

একজন ডেটা বিজ্ঞানীর সবচেয়ে গুরুত্বপূর্ণ কাজগুলোর মধ্যে একটি হল তাদের ডেটার শারীরিক অবস্থান এবং তাদের ভৌগলিক প্রেক্ষাপটের মধ্যে সম্পর্ক বোঝা। এই কোর্সে আপনি GeoPandas প্যাকেজ …

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মডেল বৈধতা পাইথনে
মডেল বৈধতা পাইথনে

মেশিন লার্নিং মডেলগুলি এখন আগের চেয়ে প্রয়োগ করা সহজ। সঠিক যাচাইকরণের অভাবে, একটি মডেলের মাধ্যমে নতুন ডেটা চালানোর ফলাফল প্রত্যাশিত হিসাবে সঠিক নাও হতে পারে। …

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Web Scraping in Python
Web Scraping in Python

This course equips you with the skills to create tools that can retrieve and interpret information from the internet, a critical asset in various fields …

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পাইথনে ব্যাখ্যাযোগ্য AI
পাইথনে ব্যাখ্যাযোগ্য AI

ব্যাখ্যাযোগ্য এআই ডেটা বিজ্ঞানী এবং মেশিন লার্নিং পেশাদারদের জন্য অত্যন্ত গুরুত্বপূর্ণ। এই কোর্সটি আপনাকে পাইথন ব্যবহার করে এআই মডেলের আচরণ ব্যাখ্যা করার দক্ষতা প্রদান করবে। …

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পাইথনে শ্রেণীবদ্ধ ডেটার সাথে কা…
পাইথনে শ্রেণীবদ্ধ ডেটার সাথে কাজ করা

অসংখ্যাত্মক ডেটা—যেমন একটি ব্যক্তির রক্তের গ্রুপ বা বৈবাহিক অবস্থা—বোঝা, ব্যবহার করা এবং সারসংক্ষেপ করা একটি ডেটা বিজ্ঞানীর জন্য একটি গুরুত্বপূর্ণ উপাদান। এই কোর্সে, আপনি পাণ্ডাস …

Beginner Author: Writix

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Analyzing US Census Data in P…
Analyzing US Census Data in Python

In various fields such as marketing, public health, and civic engagement, data scientists must work with demographic and socioeconomic data. Government census agencies offer a …

Beginner Author: Writix

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Introduction to NumPy
Introduction to NumPy

NumPy is a fundamental library in Python programming. Major libraries like TensorFlow and scikit-learn utilize NumPy arrays as their foundational input structures, while pandas and …

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Foundations of Probability in…
Foundations of Probability in Python

Unlock the secrets of probability with our comprehensive course, Foundations of Probability in Python! Dive deep into the fascinating world of chance and uncertainty as …

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Analyzing Marketing Campaigns…
Analyzing Marketing Campaigns with pand…

This course addresses a common challenge faced by individuals studying data science: applying technical skills in real-world situations. Whether your aim is to improve your …

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Sampling in Python
Sampling in Python

Dive into the world of inferential statistics with our 'Sampling in Python' course, where you'll unlock the skills necessary for effective survey analysis and experimental …

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Explainable AI in Python
Explainable AI in Python

Embark on a journey to master the essentials of Explainable AI with our dynamic Python course! This course is meticulously designed for data scientists and …

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Visualizing Geospatial Data i…
Visualizing Geospatial Data in Python

Unlock the power of geospatial data visualization with our comprehensive course on Visualizing Geospatial Data in Python! Designed for aspiring data scientists, this course will …

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মার্কেটিং ক্যাম্পেইন বিশ্লেষণ প্যা…
মার্কেটিং ক্যাম্পেইন বিশ্লেষণ প্যান্ডাসের সাহ…

ডেটা সায়েন্সের প্রযুক্তিগত দক্ষতা অধ্যয়ন করার সময় সবচেয়ে বড় চ্যালেঞ্জগুলির মধ্যে একটি হল এই দক্ষতা এবং ধারণাগুলি কীভাবে বাস্তব চাকরিতে রূপান্তরিত হয় তা বোঝা। আপনি …

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মডেল বৈধতা পাইথনে
মডেল বৈধতা পাইথনে

মেশিন লার্নিং মডেলগুলি এখন আগের চেয়ে বাস্তবায়ন করা সহজ। সঠিক যাচাই ছাড়া, একটি মডেলের মাধ্যমে নতুন ডেটা চালানোর ফলাফল প্রত্যাশিত হিসাবে সঠিক নাও হতে পারে। …

Beginner Author: Writix

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Statistical Thinking in Pytho…
Statistical Thinking in Python (Part 1)

Unlock the power of data analysis with our course, 'Statistical Thinking in Python (Part 1)'. In today's data-driven world, being able to extract clear and …

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পাইথনে ওয়েব স্ক্র্যাপিং
পাইথনে ওয়েব স্ক্র্যাপিং

ইন্টারনেটে সংরক্ষিত তথ্য পুনরুদ্ধার এবং বিশ্লেষণ করার সক্ষমতা তৈরি করার ক্ষমতা ডেটা বিজ্ঞান অনেক ক্ষেত্রে মূল্যবান হয়েছে এবং এখনও রয়েছে। এই কোর্সে, আপনি এইচটিএমএল কোড …

Beginner Author: Writix

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Introduction to Deep Learning…
Introduction to Deep Learning in Python

Embark on an exciting journey into the fascinating world of deep learning with our course, 'Introduction to Deep Learning in Python'. This course explores the …

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Unsupervised Learning in Pyth…
Unsupervised Learning in Python

In this course, you will explore the field of unsupervised learning using Python. Imagine a diverse group of customers, each defined by characteristics such as …

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Cluster Analysis in Python
Cluster Analysis in Python

Have you ever wondered how Google News seamlessly organizes similar articles into specific categories? Enroll in our in-depth course on Cluster Analysis in Python, where …

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Model Validation in Python
Model Validation in Python

Unlock the potential of machine learning with our in-depth course on Model Validation in Python! In today's fast-evolving data science landscape, successfully implementing machine learning …

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Working with Categorical Data…
Working with Categorical Data in Python

Unlock the potential of categorical data with our in-depth course on Working with Categorical Data in Python! This course is crucial for aspiring data scientists …

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Cluster Analysis in Python
Cluster Analysis in Python

Have you ever noticed how Google News groups similar articles on a single topic? This course introduces you to unsupervised learning through clustering with the …

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Intermediate Python for Devel…
Intermediate Python for Developers

Are you ready to elevate your Python skills to the next level? This course will delve deeper into Python's rich ecosystem, focusing on essential aspects …

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Streamlined Data Ingestion wi…
Streamlined Data Ingestion with pandas

Before you can analyze data, you first have to acquire it. This course teaches you how to build pipelines to import data kept in common …

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Introduction to Importing Dat…
Introduction to Importing Data in Python

As a data scientist, you will need to clean data, wrangle and munge it, visualize it, build predictive models, and interpret these models. Before you …

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Introduction to Deep Learning…
Introduction to Deep Learning with PyTo…

Embark on an exciting journey into deep learning with our 'Introduction to Deep Learning with PyTorch' course! As deep learning transforms industries—from autonomous vehicles to …

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Introduction to Databases in …
Introduction to Databases in Python

Embark on an exciting journey into the world of databases with our 'Introduction to Databases in Python' course! Tailored for future data professionals, this course …

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Introduction to Python
Introduction to Python

Dive into the world of data science with our comprehensive Introduction to Python course! This essential course is designed for beginners who want to leverage …

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Practicing Coding Interview Q…
Practicing Coding Interview Questions i…

Unlock your potential with our immersive course on Practicing Coding Interview Questions in Python! Coding interviews can be challenging, often assessing both your programming skills …

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Machine Learning for Business
Machine Learning for Business

This course will introduce the key elements of machine learning to the business leaders. We will focus on the key insights and base practices how …

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Unsupervised Learning in Pyth…
Unsupervised Learning in Python

In this course, you will delve into unsupervised learning techniques using Python, which are essential for uncovering patterns within complex datasets. For example, if you …

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Analyzing US Census Data in P…
Analyzing US Census Data in Python

In sectors such as marketing, public health, and civic engagement, data scientists often require access to demographic and socioeconomic data. Government census agencies provide extensive …

Advanced Author: Writix

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Introduction to Natural Langu…
Introduction to Natural Language Proces…

Explore the exciting realm of Natural Language Processing (NLP) with our in-depth course on Introduction to Natural Language Processing in Python. This course aims to …

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Writing Functions in Python
Writing Functions in Python

After completing your analysis, generating your report, and training your model, what comes next? To deploy your model effectively, your code needs to be more …

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Introduction to Regression wi…
Introduction to Regression with statsmo…

Unlock the full potential of your data analysis skills with our dynamic course, 'Introduction to Regression with statsmodels in Python.' This engaging program is meticulously …

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Hypothesis Testing in Python
Hypothesis Testing in Python

Unlock the full potential of data analysis with our comprehensive course on Hypothesis Testing in Python! This engaging program will arm you with the crucial …

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Visualizing Time Series Data …
Visualizing Time Series Data in Python

Dive into the fascinating world of time series data visualization with our engaging Python course! In an era where data shapes decision-making, mastering the visualization …

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