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ধাপে ধাপে মেশিন লার্নিং Course

Track :

Artificial Intelligence
Course Presenter :

STUDY MART

Lessons no : 68

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What will you learn in this course?
  • Understand fundamental concepts and applications of Artificial Intelligence in real-world scenarios
  • Implement various machine learning algorithms for classification, regression, and clustering tasks effectively
  • Perform data preprocessing, cleaning, and analysis to prepare datasets for machine learning models
  • Develop and evaluate machine learning models using appropriate metrics and validation techniques
  • Apply natural language processing techniques to analyze and interpret textual data accurately
  • Utilize image analysis methods for object detection, recognition, and visual data interpretation
  • Design and execute project-based machine learning workflows to solve practical problems
  • Optimize machine learning models for better accuracy, efficiency, and scalability in diverse applications
  • Integrate AI and machine learning solutions into business processes for improved decision-making
  • Identify ethical considerations and potential biases in AI systems to ensure responsible implementation
  • Use programming languages like Python and relevant libraries for developing machine learning models
  • Analyze large datasets to extract meaningful insights and support data-driven decisions
  • Develop skills for careers as Data Scientists, Machine Learning Engineers, and AI specialists
  • Enhance professional expertise in AI-driven technologies to advance in technology and industry roles

How to Get The Certificate

  • You must have an account Register
  • Watch All Lessons
  • Watch at least 50% of Lesson Duration
  • you can follow your course progress From Your Profile
  • You can Register With Any Course For Free
  • The Certificate is free !
Lessons | 68
How to Complete Machine Learning Playlist Complete Bangla Course Artificial Intelligence
00:04:35

How to Complete Machine Learning Playlist Complete Bangla Course Artificial Intelligence
AI Data Career Roadmap 2026 From Analyst to MLOps Agentic AI Engineer
00:17:49

AI Data Career Roadmap 2026 From Analyst to MLOps Agentic AI Engineer
Stop Searching ALL Machine Learning Topics in ONE Video Complete Guide
00:32:58

Stop Searching ALL Machine Learning Topics in ONE Video Complete Guide
What is Machine Learning Artificial Intelligence Vs Machine Learning Explained
00:08:16

What is Machine Learning Artificial Intelligence Vs Machine Learning Explained
Types of Machine Learning Models Discriminative Vs Generative Model in AI
00:12:21

Types of Machine Learning Models Discriminative Vs Generative Model in AI
Main Steps to Build an ML AI Application from Starting to Deployment aiquest
00:12:12

Main Steps to Build an ML AI Application from Starting to Deployment aiquest
Best 4 Code Editor IDE for Data Science Machine Learning A Comprehensive Bangla Tutorial aiquest
00:09:58

Best 4 Code Editor IDE for Data Science Machine Learning A Comprehensive Bangla Tutorial aiquest
Pandas for Machine Learning Python Pandas DataFrame Bangla Tutorial Pandas Course rashakil
00:36:52

Pandas for Machine Learning Python Pandas DataFrame Bangla Tutorial Pandas Course rashakil
Pandas Profiling Exploratory Data Analysis Data Science EDA Bangla
00:05:59

Pandas Profiling Exploratory Data Analysis Data Science EDA Bangla
Types of Variables in Data Science Statistics for Machine Learning Bangla
00:05:26

Types of Variables in Data Science Statistics for Machine Learning Bangla
Regression Analysis in Statistics Simple Linear Regression in Data Science Machine Learning
00:11:58

Regression Analysis in Statistics Simple Linear Regression in Data Science Machine Learning
Scikit Learn Library for Supervised Learning Machine Learning Bangla Tutorial for Begineers
00:08:37

Scikit Learn Library for Supervised Learning Machine Learning Bangla Tutorial for Begineers
Implementing Linear Regression with Python Machine Learning Bangla Tutorials Bangla
00:16:40

Implementing Linear Regression with Python Machine Learning Bangla Tutorials Bangla
Loss Cost Functions in Linear Regression Machine Learning Bangla Tutorials
00:10:18

Loss Cost Functions in Linear Regression Machine Learning Bangla Tutorials
Coefficient of Determination R Squared Linear Regression in Machine Learning Bangla
00:04:16

Coefficient of Determination R Squared Linear Regression in Machine Learning Bangla
Salary Prediction using Linear Regression Machine Learning Bangla Tutorials
00:03:11

Salary Prediction using Linear Regression Machine Learning Bangla Tutorials
Best 55 Public CSV Datasets for Data Science Data Analytics Machine Learning ML Bangla Tutorial
00:04:22

Best 55 Public CSV Datasets for Data Science Data Analytics Machine Learning ML Bangla Tutorial
Machine Learning Tutorial Bangla Python Linear Regression with Multiple Variables Data Science
00:18:44

Machine Learning Tutorial Bangla Python Linear Regression with Multiple Variables Data Science
Scikit Learn Library for Model Selection Machine Learning Bangla Tutorial for Begineers
00:04:14

Scikit Learn Library for Model Selection Machine Learning Bangla Tutorial for Begineers
Data Splitting Train Test Split for Evaluating Machine Learning Algorithms Bangla
00:08:33

Data Splitting Train Test Split for Evaluating Machine Learning Algorithms Bangla
Overfitting and Underfitting Concepts in Machine Learning
00:08:49

Overfitting and Underfitting Concepts in Machine Learning
Pearson Correlation Coefficient Correlation Interpretation in Data Science
00:06:47

Pearson Correlation Coefficient Correlation Interpretation in Data Science
Linear Regression Vs Polynomial Regression What When Where
00:09:51

Linear Regression Vs Polynomial Regression What When Where
Regression Analysis Polynomial Regression Explained
00:15:14

Regression Analysis Polynomial Regression Explained
Feature Engineering Feature Transformation in Machine Learning
00:06:56

Feature Engineering Feature Transformation in Machine Learning
Feature Engineering Encoding Decoding in Machine Learning
00:07:11

Feature Engineering Encoding Decoding in Machine Learning
Scikit Learn Library for Data Preprocessing Machine Learning Bangla Tutorial for Begineers
00:05:22

Scikit Learn Library for Data Preprocessing Machine Learning Bangla Tutorial for Begineers
Feature Engineering Label Encoder in Machine Learning Encoding Decoding Bangla
00:14:06

Feature Engineering Label Encoder in Machine Learning Encoding Decoding Bangla
Feature Engineering One Hot Encoding in Machine Learning Bangla
00:10:52

Feature Engineering One Hot Encoding in Machine Learning Bangla
Feature Engineering Binary Encoder Explained in Machine Learning Bangla
00:05:51

Feature Engineering Binary Encoder Explained in Machine Learning Bangla
Feature Engineering Ordinal Encoder Explained in Machine Learning Bangla
00:07:12

Feature Engineering Ordinal Encoder Explained in Machine Learning Bangla
Normalization Concept in Statistics Data Scaling Feature Transformation in Machine Learning
00:09:26

Normalization Concept in Statistics Data Scaling Feature Transformation in Machine Learning
Standardization in Statistics Standard Scaler in Machine Learning Z Score Transformation
00:13:23

Standardization in Statistics Standard Scaler in Machine Learning Z Score Transformation
Differences Fit Transform Fit Transform in Machine Learning Bangla
00:08:26

Differences Fit Transform Fit Transform in Machine Learning Bangla
What is Data Leakage in Machine Learning
00:06:43

What is Data Leakage in Machine Learning
Machine Learning Project Profit Prediction using Multiple Linear Regression Bengali
00:26:10

Machine Learning Project Profit Prediction using Multiple Linear Regression Bengali
Gradient Descent Linear Regression with Gradient Descent in Machine Learning Linear Regression
00:54:21

Gradient Descent Linear Regression with Gradient Descent in Machine Learning Linear Regression
Decision Tree A Complete Guide for Machine Learning Decision Tree with Python Bangla
00:16:22

Decision Tree A Complete Guide for Machine Learning Decision Tree with Python Bangla
Classification Decision Tree Construction in Machine Learning Decision Tree Classifier
00:21:49

Classification Decision Tree Construction in Machine Learning Decision Tree Classifier
Confusion Matrix in Machine Learning Bangla Evaluate Classification Models
00:11:18

Confusion Matrix in Machine Learning Bangla Evaluate Classification Models
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ধাপে ধাপে মেশিন লার্নিং Course Description

ধাপে ধাপে মেশিন লার্নিং একটি অত্যন্ত গুরুত্বপূর্ণ প্রশিক্ষণ কোর্স যা আর্টিফিশিয়াল ইন্টেলিজেন্সের মূল ভিত্তিগুলি শেখার জন্য ডিজাইন করা হয়েছে। এই কোর্সের মাধ্যমে আপনি মেশিন লার্নিং এর মৌলিক ধারণা থেকে শুরু করে উন্নত কৌশল পর্যন্ত শিখবেন, যা আপনার ক্যারিয়ার বৃদ্ধি এবং পেশাগত দক্ষতা উন্নত করতে সহায়ক হবে। এই অনলাইন কোর্সটি বিশেষ করে যারা প্রযুক্তি ক্ষেত্রে আগ্রহী, তাদের জন্য উপযুক্ত, যারা নতুন করে শিখতে চান বা তাদের দক্ষতা উন্নত করতে চান। এই কোর্স থেকে আপনি যা শিখবেন: - Artificial Intelligence এর মৌলিক ধারণা এবং প্রয়োগ - বিভিন্ন মেশিন লার্নিং অ্যালগোরিদমের কার্যপ্রণালী - ডেটা প্রিপ্রসেসিং ও বিশ্লেষণ কৌশল - প্রকল্প ভিত্তিক কাজের মাধ্যমে বাস্তব দক্ষতা অর্জন - মেশিন লার্নিং এর প্রাকৃতিক ভাষা প্রক্রিয়াকরণ ও চিত্র বিশ্লেষণ এই কোর্সটি মূলত: - শিক্ষার্থী, পেশাজীবী ও প্রযুক্তি আগ্রহী ব্যক্তিদের জন্য - যারা Artificial Intelligence এর উপর ভিত্তি করে পেশাগত দক্ষতা বিকাশ করতে চান - যারা ক্যারিয়ার উন্নয়নের জন্য অ্যাডভান্সড ট্রেনিং খুঁজছেন আমাদের প্ল্যাটফর্মটি নির্বাচন করার কারণ: - বিশ্বস্ত ও মানসম্পন্ন প্রশিক্ষণ প্রদান - আপনার সময় অনুযায়ী অনলাইন শেখার সুবিধা - প্রশিক্ষণের শেষে স্বীকৃত ও সনদপ্রাপ্ত সার্টিফিকেট ক্যারিয়ার সম্ভাবনা: - Data Scientist বা Machine Learning Engineer হিসেবে কাজের সুযোগ - AI প্রকল্পের ব্যবস্থাপনা ও উন্নয়নে নেতৃত্ব - প্রযুক্তি কোম্পানি, ব্যাংক, স্বাস্থ্যসেবা ও অন্যান্য বৃহৎ শিল্পে কর্মসংস্থান এই কোর্সের সম্পন্নকারী জন্য একটি স্বীকৃত ও সার্টিফাইড সার্টিফিকেট প্রদান করা হয়, যা আপনার পেশাগত দক্ষতা ও ক্যারিয়ার বৃদ্ধিতে সহায়ক হবে। এই প্রশিক্ষণ কোর্সটি সম্পন্ন করে আপনি আধুনিক প্রযুক্তির সঙ্গে তাল মিলিয়ে দক্ষতা অর্জন করতে পারবেন এবং ভবিষ্যতের ক্যারিয়ার গড়তে প্রস্তুত হবেন। STUDY MART