Special & IP Lectures_BEPEC CT Programs
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Induction Classes for every DS/ML/AI Learner

1. What is Data, type of data & Importance of data.mp4
2. What are math equations? Different math equations.mp4
3. Fourier Series & Fourier Transformation.mp4
4. History of Probability & Types.mp4
5. Why Linear Algebra for ML?(Easy way).mp4
6. Importance of Calculus.mp4
Statistics Misc.

How to solve PDF,CDF, PMF.mp4
Chebyshev's Inequality, Log Transformations, Power Law Distribution, Central Limit theorem.mp4
Machine Learning Special Classes

How to choose right ML Algorithm?
ML Project Flow
What is Reinforcement Learning? And Why?.mp4
How to grow model accuracy?.mp4
Tips & Tricks to prepare ML Algorithms.mp4
What is Feature Engineering.mp4
ML Tips.m4a
What is AIOps?.mp4
Setting up AWS Sagemaker & Deploying Simple Model on Sagemaker.mp4
deploy_to_sagemaker.ipynb
mnist.py
How to speak in Data Science Interviews?(Important Listen it)

How to speak in Data Science Interviews & Interview Process.m4a
How to build Linkedin Portfolio & Real-Time Project Experience.mp4
How to prepare for Data Science/AI Interviews & Resume Key Points

Resume Preparation & Data Science Interview Preparation.mp4
How to prepare Data Science/ML/AI/Data Analytics Interviews in 2022?
Interview with Data Scientists(Expand your mindset on Data Science/AI/ML/DL/BigData)

How to start with data scientist the math company data scientist.mp3
Interview Preparation!!!

Interview Prep-1.mp4
Interview Prep-2.mp4
Interview Prep-3.mp4
How to write simple Time series Model using ARIMA & Different Deep Learning Techniques? mp4
Special Class on(What is AI? Types of AI).mp4
Special Class on(Introduction to Statistics, What is Data? Sample & Population Importance).mp4
Interview Prep-4.mp4
How To Speak In Data Analytics/Data Science/Ai/ML Interviews???[June-4].mp4
Special Class - 2024

Project & Assignment Review Lecture!!! [Mar-18th'2024].mp4
Revision of ML Topics with Mindmap for Interviews!!![21st Mar'2024].mp4
Python Interview Questions & Answer Preparation[19th March'2024].mp4
Data Warehousing End-To-End Using SnowFlake & Window Functions.mp4
Data Science End-To-End Project using SnowPark, Stored Procedures & Power BI!!!.mp4
Mistakes To Avoid While Transitioning Career To DA, DS, AI Roles!!!.mp4

5. Why Linear Algebra for ML?(Easy way).mp4