Sure, here is a table listing the skills, levels, resources, references, and topics
that you need to crack a $300K remote data scientist job from India:
Skill
Level
Resou
rce
Refere
nce
Topic
Progra
mming
Interm
ediate
Python
, R,
SQL
DataC
amp,
Cours
era,
Udem
y
Data
structu
res,
algorit
hms,
objectoriente
d
progra
mming
,
functio
nal
progra
mming
Statisti
cs
Advan
ced
Linear
algebr
a,
probab
ility,
statisti
cs
Khan
Acade
my,
MIT
Open
Cours
eWare
,
Stanfo
rd
Online
Statisti
cal
analysi
s,
hypoth
esis
testing
,
regres
sion
analysi
s,
machi
ne
learnin
g
Data
visuali
Interm
ediate
Tablea
u,
DataC
amp,
Data
visuali
zation
Matplo
tlib,
Seabo
rn
Cours
era,
Udem
y
zation
techni
ques,
storyte
lling
with
data
Machi
ne
learnin
g
Advan
ced
Deep
learnin
g,
natural
langua
ge
proces
sing,
compu
ter
vision
Cours
era,
Udacit
y,
Tensor
Flow
Machi
ne
learnin
g
algorit
hms,
deep
learnin
g
model
s,
natural
langua
ge
proces
sing
Cloud
compu
ting
Interm
ediate
AWS,
Azure,
GCP
AWS
Trainin
g,
Azure
Trainin
g,
GCP
Trainin
g
Cloud
compu
ting
conce
pts,
cloudbased
data
storag
e and
proces
sing
Comm
unicati
on
Excell
ent
Writte
n,
verbal,
presen
Toast
master
s
Interna
Public
speaki
ng,
storyte
tation
tional,
Comm
unicati
on
Confid
ence
Cours
e
lling,
clear
and
concis
e
comm
unicati
on
Collab
oration
Excell
ent
Team
work,
conflict
resolut
ion,
feedba
ck
The
Team
Handb
ook,
Crucial
Conve
rsation
s
Workin
g
effecti
vely
with
others,
giving
and
receivi
ng
feedba
ck
Creati
vity
Excell
ent
Proble
m-solv
ing,
ideatio
n,
innova
tion
Creati
ve
Proble
m
Solvin
g,
Lateral
Thinki
ng
Thinki
ng
outsid
e the
box,
comin
g up
with
new
ideas
Passio
n
Strong
Data
scienc
e,
solving
proble
ms,
makin
ga
differe
DataQ
uest,
Kaggle
,
Driven
Data
Passio
n for
data
scienc
e,
drive
to
solve
proble
nce
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ms,
desire
to
make
a
differe
nce